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The model debugged the UI implementation over several iterations. +##### First Iteration +The Code cell didn't run and generated an error. I presented the error to the model, and it fixed it in 12 seconds. The fixed UI included two new subsections: one containing the configurable parameters as before, and the other containing a list of checkboxes to remove/add the interference effect from the plot. The issue was, that in the ECG "Electrode Motion Details" section, the labels were truncated (cutoff) by the box that contains the parameter values. +![New User Interface Implementation with Temperature Measurement Selected](image/UI_version2_temperature1.png) +##### Second Iteration +After presenting the truncation error to DeepSeek, it only provided the section that needed to be changed. The issue was fixed after I replaced that section in the appropriate place. But, after testing and validating the functionality, I realized that one of the artefact checkboxes for the temperature signal was missing. +##### Third Iteration +In this iteration, instead of regenerating the whole code to fix the missing checkbox, DeepSeek presented steps to fix the issue. After following the steps, the checkbox for the noise was visible. The final version of the UI implementation: +![Final Version of User Interface Implementation with ECG Selected](image/UI_version2_ecg1.png) + +> To end the session, I prompted DeepSeek to run a full second self evaluation of the whole session with the prompt below. +#### ***User*** +``` +Now that the full session is complete: signal generation, UI implementation, and refinements (fixes), perform a final self-evaluation of your overall performance. What were your strengths, weaknesses, and limitations throughout this entire session? +``` +#### ***DeepSeek*** +``` +[...] +Overall assessment +I delivered exactly what you asked for: three progressively complex signals with realistic imperfections, a polished interactive UI, and all code in a Jupyter‑ready format. The mistakes (widget bug, truncated labels, missing toggle) were typical of rapid prototyping but were fixed quickly and clearly. My strongest point was the thorough upfront questioning and the step‑by‑step approval process; my weakest was an initial slip in the UI widget hierarchy and a lack of foresight for the white‑noise toggle. I maintained transparency by self‑critiquing the signal models early, which gave you a chance to refine them if desired. + +The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. +``` +The detailed response can be found in the "self_evaluations.md" file. + +## Summary & Conclusion +Overall, DeepSeek – in Expert mode with DeepThink and Search enabled – performed the tasks given to it according to the specification provided: Implementing signal generation for 3 distinct signals of different complexities. And, when tested with its UI abilities, it was able to perform the task with minor UI inconsistencies. However, at the beginning, the model overlooked some interference implementation problems like the exaggerated spikes in the temperature signal and the permanent offset due to electrode motion in the ECG signal. Additionally, with response times being up to 70 seconds, a practical solution would be to use a dedicated coding assistant, like Claude Code or Github Copilot for implementation, while reserving DeepSeek for outlining and planning. + +**Author:** Charaf Mohamad diff --git a/snippets/1019_SignalGeneration/self_evaluations.md b/snippets/1019_SignalGeneration/self_evaluations.md new file mode 100644 index 0000000..2459ab2 --- /dev/null +++ b/snippets/1019_SignalGeneration/self_evaluations.md @@ -0,0 +1,134 @@ +# Self Evaluations by DeepSeek + +## Self Evaluation (1) – 70 seconds +``` +I’ve reviewed all three implementations from a critical, domain-aware perspective. Below is my self-evaluation, including limitations of each signal and where a domain expert would likely push back. + +Signal 1 – Noisy Sine Wave (Cheap Oscillator) +What was done well + +Clear separation of ideal and measured signals; use of cumulative phase jitter is a standard technique for simulating phase noise. + +Parameters produce a visibly degraded yet plausible measurement; the DC offset and noise floor are reasonable. + +Limitations & potential imprecision + +Phase‑noise model oversimplified: The frequency deviation is white Gaussian noise, leading to a random‑walk phase. Real oscillator phase noise is not flat; it has a power‑law spectrum (e.g., 1/f³, 1/f). The integrated phase noise will therefore have an unrealistic profile – too much low‑frequency drift and not enough high‑frequency skirt. A domain expert would note that a cheap oscillator typically has strong close‑in 1/f noise, not just white FM noise. + +Unbounded phase drift: Over long time windows, the random‑walk phase causes large frequency excursions. Here it’s only 2 seconds, so it’s manageable, but the model still implies the oscillator’s phase could drift arbitrarily far. Real oscillators are often bound by a PLL or feedback. + +Jitter standard deviation: 0.1 Hz on a 5 Hz carrier is a 2% RMS frequency deviation. This is high for even a cheap RC oscillator (typical frequency tolerance might be ±5% absolute accuracy, but jitter over seconds is usually lower). An expert might suggest a smaller value (e.g., 0.02 Hz) for a more realistic noise floor, or they’d want to scale it relative to the carrier as a phase‑noise density. + +Signal 2 – Temperature Sensor with Real‑World Artefacts +What was done well + +Good scenario choice: exponential heating is physically intuitive. + +The combination of noise, spikes, drift, and mains hum mirrors common data‑acquisition problems. + +Limitations & potential imprecision + +Spike amplitude is very large: 3–5 °C spikes on a 15 °C range are extreme. In practice, electrical interference spikes might be a few tenths of a degree after any pre‑filtering. A measurement engineer would say these look like sensor saturation events or data‑logger glitches rather than typical EMI; they’d expect smaller (0.5–1 °C) and possibly bidirectional spikes. + +Linear drift is too simple: Real sensor drift is rarely a pure linear ramp over 10 seconds. It is more often exponential (e.g., self‑heating settling) or piecewise. The slope 0.05 °C/s is not unrealistic, but the lack of any curvature might be flagged. + +50 Hz hum plausibility: A temperature sensor typically has very low bandwidth (a few Hz). Even a poorly shielded one would probably have heavy low‑pass filtering, making 50 Hz pickup negligible. An expert might accept the hum as a “worst‑case” demo but would note that in a commercial logger, such coupling is usually suppressed by decades. + +No AC coupling / filtering: Real temperature measurements often have an analog low‑pass filter; ignoring this makes the hum and noise appear full‑band, which is not how they’d manifest after signal conditioning. + +Signal 3 – ECG with Clinical Artefacts +What was done well + +The Gaussian‑based beat template yields a recognisable P‑QRS‑T complex without external libraries. + +Artefact suite (baseline wander, 50 Hz hum, muscle noise, electrode motion) covers the major real‑world ECG nuisances. + +Limitations & potential imprecision (most critical) + +Electrode motion artifact is physically wrong – this is the biggest flaw. The code adds a permanent baseline step at each motion event: once shifted, the entire remainder of the signal stays offset. Real ECG amplifiers always include a high‑pass filter (typically 0.05–0.5 Hz) to reject DC offsets. A motion artifact would cause a sharp transient that decays back to the baseline over a few seconds, not a permanent step. A clinical engineer would immediately point out that the signal would quickly be pulled back to zero by the AC coupling, and leaving it permanently shifted misrepresents the instrument response. The step also creates an unrealistic large DC component that would saturate downstream processing. + +Missing heart rate variability: Every beat is exactly 1.0 s apart. In a real human, RR intervals vary (even at rest, SDNN ≈ 30–50 ms). A cardiologist would note the synthetic signal looks “metronomic” and lacks the natural irregularity seen in healthy subjects. + +Baseline wander as a pure sine: Real respiratory wander is quasi‑periodic with changing amplitude, not a single fixed‑frequency sine. It often contains harmonics and drifts. A simple sine is a teaching approximation, but an expert would consider it overly sanitised. + +ECG waveform simplicity: The Gaussian model misses asymmetry (T‑wave has a steeper downslope), and the P‑wave width (σ=0.08 → ~160 ms) is at the upper limit of normal; many clinicians would say the P wave looks too broad. No PR segment (isoelectric period) is explicitly modelled – the P wave tails off into the QRS, which is not anatomically accurate. + +Muscle noise approximation: White Gaussian noise does not capture the bursty, band‑limited nature of real EMG. In real ECGs, muscle noise often appears as a fuzzy, high‑frequency envelope during periods of patient movement. The constant white noise is an acceptable stand‑in but not a faithful simulation. + +General cross‑cutting feedback +Filtering overlooked: None of the signals simulate the anti‑alias or mains notch filtering that real acquisition hardware applies. This makes artefacts appear harsher than they would in a recorded signal. + +Amplitude scaling consistency: The arbitrary units and ranges are reasonable for teaching, but a metrology‑minded user would want physical units and realistic noise floors tied to sensor datasheets. + +CSV export: Correctly uses only NumPy, exports only the final signal – exactly as requested. No issues there. + +Code clarity: The notebooks are well structured with parameters at the top, clear comments, and minimal dependencies. This is a strength. + +Summary of where I was most likely to be imprecise +The most significant imprecision is the electrode motion model in the ECG – by omitting the high‑pass filter response, I created a signal that would never appear at the output of a real ECG front‑end. I should have modelled the motion as a biphasic or decaying impulse. Second, I oversimplified the oscillator phase noise for Signal 1 (white FM only). Third, the temperature spikes are exaggerated in amplitude. These shortcomings would be the first things a domain expert would call out. +``` + + +## Self Evaluation (2) – 6 seconds +``` +Here is my final self‑evaluation of my performance throughout this entire session, covering strengths, weaknesses, and limitations. + +Strengths +Structured, collaborative process +I insisted on clarifying your goals before any coding, which ensured the project matched your vision (multi‑domain, real‑world imperfections, Jupyter notebook, minimal dependencies). I presented clear plans for each signal and waited for your approval before moving forward. + +Realistic signal modelling + +Sine wave: phase jitter via cumulative frequency deviation, DC offset, Gaussian noise. + +Temperature sensor: exponential heating curve with spikes, drift, 50 Hz hum, and noise. + +ECG: Gaussian‑based beat template, baseline wander, hum, muscle noise, and a physically corrected electrode motion artefact (decaying exponential rather than a permanent step). +The signals achieved the goal of simulating real‑world imperfections. + +Self‑criticism and immediate correction +After the initial code generation, I performed a thorough self‑evaluation (admitted the ECG motion artifact was wrong, oversimplified phase noise, etc.). Later, I fixed that ECG artifact in the UI version without being prompted. This demonstrates an ability to identify and correct my own errors. + +Professional UI design +The final interactive UI is clean, with styled boxes, clear labels, colour‑coded buttons, a reset function, and CSV export. The choice of ipywidgets kept the project inside Jupyter as you wanted. The use of direct widget variable references (after the initial bug) made the code robust and readable. + +Responsive to feedback +I quickly addressed the AttributeError caused by fragile widget tree navigation, then the truncated labels, then the missing white‑noise toggle. Each fix was minimal, targeted, and explained. + +Educational value +The markdown introductions explained the signal domain, artefacts, and parameters. The code comments were clear. The UI allowed experimentation, which enhances learning. + +Weaknesses +Initial bug in the UI code +I originally tried to access sliders via sine_box.children[1].children, which is fragile and broke when the widget hierarchy didn’t match my assumption. This is a typical mistake when building complex ipywidgets layouts on the fly. I should have used independent widget variables from the start. It was fixed, but it cost a round‑trip of debugging. + +Poor label layout in motion details +The Text widgets for motion times/amplitudes truncated their descriptions. This happened because I forgot style={'description_width': 'initial'} and set a width that was too small. A simple oversight that a more careful initial design would have caught. + +Missing white‑noise toggle +I included toggles for drift, hum, and spikes, but forgot the most basic one: white noise. This was an omission given the requirement to toggle artefacts. The fix was straightforward, but it showed I didn’t fully anticipate the desired level of control. + +Over‑simplifications in signal models (acknowledged) + +Sine wave: Phase noise is white FM only; real oscillators have 1/f noise. + +Temperature: Linear drift and large spikes are a bit cartoonish; a real sensor might have smaller spikes and exponential settling. + +ECG: Gaussian EMG noise is not truly bursty, no heart‑rate variability, simplified P‑wave width. +These were noted in my self‑evaluation and accepted for a teaching project, but a domain purist would still find them lacking. + +No filtering simulation +None of the signals include the anti‑alias or mains‑notch filtering that real acquisition hardware applies, so artefacts appear harsher than in a real recording. I should have at least mentioned this in the notebook intros or offered a low‑pass filter toggle, but I did not. + +Limitations (things I could not do) +True physiological ECG variability: Implementing realistic RR‑interval variation, breathing‑modulated amplitude, or dynamic T‑wave morphology would require far more complex models (e.g., ECGSYN). I kept it simple and synthetic. + +Real‑time audio playback: You didn’t ask for audio, so that’s not a limitation, but the sine wave could easily be turned into a .wav file; I didn’t mention this. + +No interactive spectral view: A frequency‑domain plot would be educational (e.g., to see the 50 Hz spike in ECG), but it wasn’t requested, so I omitted it. + +Overall assessment +I delivered exactly what you asked for: three progressively complex signals with realistic imperfections, a polished interactive UI, and all code in a Jupyter‑ready format. The mistakes (widget bug, truncated labels, missing toggle) were typical of rapid prototyping but were fixed quickly and clearly. My strongest point was the thorough upfront questioning and the step‑by‑step approval process; my weakest was an initial slip in the UI widget hierarchy and a lack of foresight for the white‑noise toggle. I maintained transparency by self‑critiquing the signal models early, which gave you a chance to refine them if desired. + +The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. +``` \ No newline at end of file diff --git a/snippets/1019_SignalGeneration/signals.ipynb b/snippets/1019_SignalGeneration/signals.ipynb new file mode 100644 index 0000000..efbc18b --- /dev/null +++ b/snippets/1019_SignalGeneration/signals.ipynb @@ -0,0 +1,959 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f01d2c6b", + "metadata": {}, + "source": [ + "## Signal 1: Noisy Sine Wave from a Cheap Oscillator\n", + "\n", + "We simulate a real‑world analog sine wave with typical imperfections:\n", + "- **DC bias** – a small constant offset often present in cheap circuits.\n", + "- **Frequency jitter** – tiny random frequency fluctuations, causing phase drift (characteristic of unstable oscillators).\n", + "- **Additive Gaussian noise** – thermal/sensor noise.\n", + "\n", + "**Parameters** (chosen to represent a low‑quality 5 Hz oscillator sampled at 1 kHz over 2 seconds):\n", + "- Sampling rate `fs = 1000` Hz\n", + "- Nominal frequency `f_nom = 5` Hz\n", + "- Amplitude `1.0`\n", + "- DC offset `0.2`\n", + "- Noise std `0.15`\n", + "- Frequency jitter std `0.1` Hz (introduces visible phase wander)\n", + "\n", + "We plot both the pure reference sine and the final “measured” signal, and export the **measured signal only** to `sine_measured.csv`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69033b66", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# ---------- Parameters (tunable) ----------\n", + "fs = 1000 # Sampling rate [Hz]\n", + "duration = 2.0 # Signal length [s]\n", + "f_nom = 5.0 # Nominal frequency [Hz]\n", + "amplitude = 1.0\n", + "dc_offset = 0.2 # DC bias\n", + "noise_std = 0.15 # Gaussian noise standard deviation\n", + "freq_jitter_std = 0.1 # Std of random frequency fluctuations [Hz]\n", + "\n", + "# ---------- Time vector ----------\n", + "t = np.arange(0, duration, 1/fs) # 0 to duration with step 1/fs\n", + "N = len(t)\n", + "dt = 1/fs\n", + "\n", + "# ---------- Generate ideal (clean) sine ----------\n", + "ideal_sine = amplitude * np.sin(2 * np.pi * f_nom * t)\n", + "\n", + "# ---------- Add frequency jitter (phase noise) ----------\n", + "# Random frequency deviation at each sample\n", + "freq_deviation = np.random.normal(0, freq_jitter_std, size=N)\n", + "# Phase jitter = 2π * cumulative sum of (frequency_deviation * dt)\n", + "phase_jitter = 2 * np.pi * np.cumsum(freq_deviation * dt)\n", + "# Total phase with nominal + jitter\n", + "total_phase = 2 * np.pi * f_nom * t + phase_jitter\n", + "\n", + "# ---------- Build the measured signal ----------\n", + "# Start with noisy+jittery sine, add DC offset, add noise\n", + "measured_signal = amplitude * np.sin(total_phase) + dc_offset\n", + "measured_signal += np.random.normal(0, noise_std, size=N)\n", + "\n", + "# ---------- Plot ----------\n", + "plt.figure(figsize=(10, 4))\n", + "plt.plot(t, ideal_sine, '--', linewidth=1.5, label='Ideal clean sine')\n", + "plt.plot(t, measured_signal, alpha=0.8, linewidth=0.8, label='Measured signal (noisy, biased, jittered)')\n", + "plt.axhline(dc_offset, color='gray', linestyle=':', label=f'DC offset = {dc_offset}')\n", + "plt.xlabel('Time [s]')\n", + "plt.ylabel('Amplitude')\n", + "plt.title('Signal 1 – Noisy Sine from a Cheap Oscillator')\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True, alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# ---------- Export measured signal to CSV (numpy) ----------\n", + "csv_filename = 'sine_measured.csv'\n", + "# Combine time and signal as columns: row[0]=time, row[1]=amplitude\n", + "data_to_save = np.column_stack((t, measured_signal))\n", + "header = 'Time (s),Amplitude'\n", + "np.savetxt(csv_filename, data_to_save, delimiter=',', header=header, comments='')\n", + "print(f'CSV exported to {csv_filename}')" + ] + }, + { + "cell_type": "markdown", + "id": "a6959fcb", + "metadata": {}, + "source": [ + "## Signal 2: Laboratory Temperature Sensor with Real-World Artefacts\n", + "\n", + "We simulate a temperature sensor monitoring a heated stage in a typical lab setup.\n", + "The stage warms from room temperature (25 °C) to 40 °C with an exponential rise.\n", + "Four common measurement imperfections are added, representing a realistic data‑acquisition environment:\n", + "\n", + "1. **Gaussian electronic noise** – inherent sensor/amplifier noise (σ = 0.2 °C).\n", + "2. **Positive voltage spikes** – occasional sharp spikes (3–5 °C) caused by nearby relay switching or motor brushes; 0.5 % probability per sample.\n", + "3. **Slow sensor drift** – electronics warm-up causes a gentle baseline drift of 0.05 °C/s (total +0.5 °C over 10 s).\n", + "4. **50 Hz power‑line interference** – capacitive coupling from mains wiring induces a faint 50 Hz hum (amplitude 0.05 °C).\n", + "\n", + "**Measurement setup**\n", + "- Sampling rate: 100 Hz\n", + "- Duration: 10 seconds\n", + "\n", + "**Outputs**\n", + "- Time‑domain plot comparing the clean thermal process (dashed) with the degraded measurement.\n", + "- CSV export of the **measured signal only** (`temperature_measurement.csv`)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1eb9676", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# ---------- Parameters ----------\n", + "fs = 100 # Sampling rate [Hz]\n", + "duration = 10.0 # Measurement length [s]\n", + "t = np.arange(0, duration, 1/fs)\n", + "N = len(t)\n", + "\n", + "# Thermal process\n", + "T_ambient = 25.0 # °C\n", + "T_target = 40.0 # °C\n", + "tau = 2.0 # Time constant [s]\n", + "t_heat_start = 1.0 # Heater turns on at t = 1 s\n", + "\n", + "# Noise\n", + "noise_std = 0.2 # Gaussian noise std [°C]\n", + "\n", + "# Spikes (positive only)\n", + "spike_prob = 0.005 # per sample\n", + "spike_amp_min = 3.0 # °C\n", + "spike_amp_max = 5.0 # °C\n", + "\n", + "# Drift\n", + "drift_slope = 0.05 # °C/s (total drift = 0.5 °C over 10 s)\n", + "\n", + "# 50 Hz mains hum\n", + "hum_amplitude = 0.05 # °C\n", + "hum_freq = 50.0 # Hz\n", + "\n", + "# ---------- Generate clean temperature (ideal physical process) ----------\n", + "clean_temp = np.full_like(t, T_ambient)\n", + "heating_region = t >= t_heat_start\n", + "clean_temp[heating_region] = T_ambient + (T_target - T_ambient) * \\\n", + " (1 - np.exp(-(t[heating_region] - t_heat_start) / tau))\n", + "\n", + "# ---------- Artefacts ----------\n", + "# 1. Slow drift (sensor electronics warming up)\n", + "drift = drift_slope * t\n", + "\n", + "# 2. 50 Hz mains hum\n", + "hum = hum_amplitude * np.sin(2 * np.pi * hum_freq * t)\n", + "\n", + "# 3. Gaussian measurement noise\n", + "noise = np.random.normal(0, noise_std, size=N)\n", + "\n", + "# 4. Positive spikes (random placement & random amplitude)\n", + "spike_mask = np.random.rand(N) < spike_prob\n", + "spike_amplitudes = np.random.uniform(spike_amp_min, spike_amp_max, size=N)\n", + "spikes = spike_mask * spike_amplitudes # non-zero only where spikes occur\n", + "\n", + "# ---------- Build final measured signal ----------\n", + "measured = clean_temp + drift + hum + noise + spikes\n", + "\n", + "# ---------- Plot ----------\n", + "plt.figure(figsize=(10, 4.5))\n", + "plt.plot(t, clean_temp, '--', linewidth=1.5, label='Clean thermal process (ideal)')\n", + "plt.plot(t, measured, linewidth=0.9, alpha=0.9, label='Measured signal (noisy, drift, hum, spikes)')\n", + "# Mark spike positions for visibility\n", + "spike_indices = np.where(spike_mask)[0]\n", + "if len(spike_indices) > 0:\n", + " plt.scatter(t[spike_indices], measured[spike_indices],\n", + " color='red', s=25, zorder=5, label='Spikes')\n", + "plt.xlabel('Time [s]')\n", + "plt.ylabel('Temperature [°C]')\n", + "plt.title('Signal 2 – Temperature Sensor with Real-World Artefacts')\n", + "plt.legend(loc='lower right')\n", + "plt.grid(True, alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# ---------- Export measured signal to CSV ----------\n", + "csv_filename = 'temperature_measurement.csv'\n", + "data_to_save = np.column_stack((t, measured))\n", + "header = 'Time (s),Temperature (degC)'\n", + "np.savetxt(csv_filename, data_to_save, delimiter=',', header=header, comments='')\n", + "print(f'CSV exported to {csv_filename}')" + ] + }, + { + "cell_type": "markdown", + "id": "67177971", + "metadata": {}, + "source": [ + "## Signal 3: Electrocardiogram (ECG) Recording in a Noisy Clinical Environment\n", + "\n", + "We generate a realistic single‑lead (Lead II) ECG signal at 60 bpm, then corrupt it with typical\n", + "clinical artefacts:\n", + "\n", + "1. **Baseline wander** – low‑frequency drift (0.15 Hz, amplitude 0.15 mV) caused by the patient’s\n", + " breathing and subtle electrode motion.\n", + "2. **50 Hz power‑line interference** – mains hum capacitively coupled into the body/leads\n", + " (amplitude 0.05 mV).\n", + "3. **Muscle noise (EMG)** – high‑frequency noise mimicking skeletal muscle activity, modelled as\n", + " broadband Gaussian noise (σ = 0.03 mV).\n", + "4. **Electrode motion artefacts** – abrupt baseline jumps when the electrode–skin contact is\n", + " momentarily disturbed.\n", + "\n", + "**ECG generation** \n", + "A single heartbeat is constructed as the sum of Gaussians, producing a classic P–QRS–T complex:\n", + "- P wave (atrial depolarisation)\n", + "- Q, R, S waves (ventricular depolarisation)\n", + "- T wave (ventricular repolarisation)\n", + "\n", + "This beat is repeated every 1 s (60 bpm) for 10 seconds.\n", + "\n", + "**Outputs**\n", + "- Time‑domain plot comparing the clean ECG with the corrupted recording.\n", + "- CSV export of the corrupted ECG (`ecg_recording.csv`)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e285467e", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# ================== Parameters ==================\n", + "fs = 500 # Sampling rate [Hz]\n", + "duration = 10.0 # Recording length [s]\n", + "t = np.arange(0, duration, 1/fs)\n", + "N = len(t)\n", + "\n", + "# Heartbeat placement (10 beats, centres at 0.5 s intervals)\n", + "beat_centres = np.arange(0.5, duration, 1.0) # 0.5, 1.5, ..., 9.5 s\n", + "\n", + "# ECG beat template (Lead II, approximate amplitudes)\n", + "def ecg_beat(t_rel):\n", + " \"\"\"Return a single heartbeat at relative time t_rel (0 = R peak).\"\"\"\n", + " p = 0.1 * np.exp(-0.5 * ((t_rel + 0.2) / 0.08)**2) # P wave\n", + " q = -0.1 * np.exp(-0.5 * ((t_rel + 0.05) / 0.03)**2) # Q wave\n", + " r = 1.0 * np.exp(-0.5 * (t_rel / 0.03)**2) # R wave\n", + " s = -0.3 * np.exp(-0.5 * ((t_rel - 0.05) / 0.03)**2) # S wave\n", + " t_w = 0.3 * np.exp(-0.5 * ((t_rel - 0.2) / 0.1)**2) # T wave\n", + " return p + q + r + s + t_w\n", + "\n", + "# ================== Clean ECG ==================\n", + "clean_ecg = np.zeros(N)\n", + "for centre in beat_centres:\n", + " t_rel = t - centre # time relative to beat centre\n", + " # Only add beat where relative time is within ±0.4 s (avoid far tails)\n", + " mask = np.abs(t_rel) <= 0.4\n", + " clean_ecg[mask] += ecg_beat(t_rel[mask])\n", + "\n", + "# ================== Artefacts ==================\n", + "# 1. Baseline wander (respiration, low frequency)\n", + "bw_freq = 0.15 # Hz\n", + "bw_amp = 0.15 # mV\n", + "baseline_wander = bw_amp * np.sin(2 * np.pi * bw_freq * t)\n", + "\n", + "# 2. 50 Hz power-line interference\n", + "hum_amp = 0.05 # mV\n", + "hum_50hz = hum_amp * np.sin(2 * np.pi * 50 * t)\n", + "\n", + "# 3. Muscle noise (broadband, approximating high‑frequency EMG)\n", + "muscle_noise_std = 0.03 # mV\n", + "muscle_noise = np.random.normal(0, muscle_noise_std, size=N)\n", + "\n", + "# 4. Electrode motion artefacts (abrupt baseline jumps)\n", + "electrode_jumps = np.zeros(N)\n", + "# Define jump times (in seconds) and amplitudes (mV)\n", + "jump_times = [2.3, 5.7, 8.1]\n", + "jump_values = [0.3, -0.2, 0.4]\n", + "for j_time, j_val in zip(jump_times, jump_values):\n", + " idx = np.searchsorted(t, j_time)\n", + " electrode_jumps[idx:] += j_val # step from that point onward\n", + "\n", + "# ================== Final measured ECG ==================\n", + "measured_ecg = clean_ecg + baseline_wander + hum_50hz + muscle_noise + electrode_jumps\n", + "\n", + "# ================== Plot ==================\n", + "plt.figure(figsize=(12, 4.5))\n", + "plt.plot(t, clean_ecg, '--', linewidth=1.2, label='Clean ECG (ideal)')\n", + "plt.plot(t, measured_ecg, linewidth=0.8, alpha=0.9, label='Measured ECG (with artefacts)')\n", + "# Mark electrode motion jump times\n", + "for j_time in jump_times:\n", + " plt.axvline(j_time, color='red', linestyle=':', alpha=0.6, label='Electrode motion' if j_time == jump_times[0] else \"\")\n", + "plt.xlabel('Time [s]')\n", + "plt.ylabel('ECG amplitude [mV]')\n", + "plt.title('Signal 3 – ECG Recording with Baseline Wander, 50 Hz Hum, Muscle Noise & Motion Artefacts')\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True, alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# ================== Export measured ECG to CSV ==================\n", + "csv_filename = 'ecg_recording.csv'\n", + "data_to_save = np.column_stack((t, measured_ecg))\n", + "header = 'Time (s),ECG (mV)'\n", + "np.savetxt(csv_filename, data_to_save, delimiter=',', header=header, comments='')\n", + "print(f'CSV exported to {csv_filename}')" + ] + }, + { + "cell_type": "markdown", + "id": "022c7456", + "metadata": {}, + "source": [ + "## Interactive Signal Generator\n", + "\n", + "Use the dropdown to select a signal type, adjust its parameters, and click **Update Plot**.\n", + "You can toggle artefacts on/off and export the final noisy signal to CSV.\n", + "\n", + "- **Dependencies:** `numpy`, `matplotlib`, `ipywidgets`\n", + "- If `ipywidgets` is not installed, run: `!pip install ipywidgets`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6795f428", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "!{sys.executable} -m pip install ipywidgets -q" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23cc47d5", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import ipywidgets as widgets\n", + "from IPython.display import display, clear_output\n", + "import io\n", + "\n", + "# -------------------- Global plot area --------------------\n", + "out = widgets.Output()\n", + "\n", + "# -------------------- Signal generation functions --------------------\n", + "def generate_sine(fs=1000, duration=2.0, f=5.0, amplitude=1.0, dc_offset=0.2,\n", + " noise_std=0.15, jitter_std=0.1):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " ideal = amplitude * np.sin(2 * np.pi * f * t)\n", + " freq_dev = np.random.normal(0, jitter_std, size=N)\n", + " phase_jitter = 2 * np.pi * np.cumsum(freq_dev / fs)\n", + " total_phase = 2 * np.pi * f * t + phase_jitter\n", + " measured = amplitude * np.sin(total_phase) + dc_offset\n", + " measured += np.random.normal(0, noise_std, size=N)\n", + " return t, ideal, measured\n", + "\n", + "def generate_temperature(fs=100, duration=10.0, T_ambient=25.0, T_target=40.0, tau=2.0,\n", + " heat_start=1.0, noise_std=0.2, spike_prob=0.005,\n", + " spike_min=3.0, spike_max=5.0, drift_slope=0.05, hum_amp=0.05,\n", + " hum_freq=50.0, include_drift=True, include_hum=True, include_spikes=True):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " clean = np.full_like(t, T_ambient)\n", + " mask = t >= heat_start\n", + " clean[mask] = T_ambient + (T_target - T_ambient) * (1 - np.exp(-(t[mask] - heat_start) / tau))\n", + " \n", + " measured = clean + np.random.normal(0, noise_std, size=N)\n", + " if include_drift:\n", + " measured += drift_slope * t\n", + " if include_hum:\n", + " measured += hum_amp * np.sin(2 * np.pi * hum_freq * t)\n", + " if include_spikes:\n", + " spike_mask_arr = np.random.rand(N) < spike_prob\n", + " spike_amps = np.random.uniform(spike_min, spike_max, size=N)\n", + " measured += spike_mask_arr * spike_amps\n", + " return t, clean, measured\n", + "\n", + "def ecg_beat(t_rel):\n", + " \"\"\"Single heartbeat template (Gaussians).\"\"\"\n", + " p = 0.1 * np.exp(-0.5 * ((t_rel + 0.2) / 0.08)**2)\n", + " q = -0.1 * np.exp(-0.5 * ((t_rel + 0.05) / 0.03)**2)\n", + " r = 1.0 * np.exp(-0.5 * (t_rel / 0.03)**2)\n", + " s = -0.3 * np.exp(-0.5 * ((t_rel - 0.05) / 0.03)**2)\n", + " t_w = 0.3 * np.exp(-0.5 * ((t_rel - 0.2) / 0.1)**2)\n", + " return p + q + r + s + t_w\n", + "\n", + "def generate_ecg(fs=500, duration=10.0, heart_rate=60.0, bw_amp=0.15, bw_freq=0.15,\n", + " hum_amp=0.05, hum_freq=50.0, emg_std=0.03,\n", + " include_bw=True, include_hum=True, include_emg=True, include_motion=True,\n", + " motion_times_str=\"2.3,5.7,8.1\", motion_amps_str=\"0.3,-0.2,0.4\",\n", + " motion_decay_tau=0.5):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " beat_interval = 60.0 / heart_rate\n", + " beat_centres = np.arange(0.5, duration, beat_interval)\n", + " \n", + " clean = np.zeros(N)\n", + " for centre in beat_centres:\n", + " t_rel = t - centre\n", + " mask = np.abs(t_rel) <= 0.4\n", + " clean[mask] += ecg_beat(t_rel[mask])\n", + " \n", + " measured = clean.copy()\n", + " if include_bw:\n", + " measured += bw_amp * np.sin(2 * np.pi * bw_freq * t)\n", + " if include_hum:\n", + " measured += hum_amp * np.sin(2 * np.pi * hum_freq * t)\n", + " if include_emg:\n", + " measured += np.random.normal(0, emg_std, size=N)\n", + " if include_motion:\n", + " # Parse motion times and amplitudes\n", + " try:\n", + " m_times = [float(x.strip()) for x in motion_times_str.split(',')]\n", + " m_amps = [float(x.strip()) for x in motion_amps_str.split(',')]\n", + " except:\n", + " m_times, m_amps = [], []\n", + " for mt, ma in zip(m_times, m_amps):\n", + " # Create decaying step: exponential decay with time constant motion_decay_tau\n", + " idx = np.searchsorted(t, mt)\n", + " if idx < N:\n", + " decay = np.exp(-(t[idx:] - t[idx]) / motion_decay_tau)\n", + " measured[idx:] += ma * decay\n", + " return t, clean, measured\n", + "\n", + "# -------------------- UI update function --------------------\n", + "def update_plot(b):\n", + " with out:\n", + " clear_output(wait=True)\n", + " signal = signal_selector.value\n", + " if signal == 'Sine Wave (Noisy Oscillator)':\n", + " t, clean, noisy = generate_sine(\n", + " fs=fs_sine.value, duration=dur_sine.value, f=freq_sine.value,\n", + " amplitude=amp_sine.value, dc_offset=dc_sine.value,\n", + " noise_std=noise_sine.value, jitter_std=jitter_sine.value)\n", + " title = 'Sine Wave – Noisy Oscillator'\n", + " csv_default = 'sine_measured.csv'\n", + " elif signal == 'Temperature Sensor':\n", + " t, clean, noisy = generate_temperature(\n", + " fs=fs_temp.value, duration=dur_temp.value, T_ambient=Tamb.value,\n", + " T_target=Ttarget.value, tau=tau_temp.value, heat_start=heat_start.value,\n", + " noise_std=noise_temp.value, spike_prob=spike_prob.value,\n", + " spike_min=spike_min.value, spike_max=spike_max.value,\n", + " drift_slope=drift_slope.value, hum_amp=hum_temp.value, hum_freq=hum_freq_temp.value,\n", + " include_drift=drift_toggle.value, include_hum=hum_temp_toggle.value,\n", + " include_spikes=spikes_toggle.value)\n", + " title = 'Temperature Sensor with Artefacts'\n", + " csv_default = 'temperature_measurement.csv'\n", + " else: # ECG\n", + " t, clean, noisy = generate_ecg(\n", + " fs=fs_ecg.value, duration=dur_ecg.value, heart_rate=hr_ecg.value,\n", + " bw_amp=bw_amp.value, bw_freq=bw_freq.value,\n", + " hum_amp=hum_ecg.value, hum_freq=hum_freq_ecg.value,\n", + " emg_std=emg_std.value,\n", + " include_bw=bw_toggle.value, include_hum=hum_ecg_toggle.value,\n", + " include_emg=emg_toggle.value, include_motion=motion_toggle.value,\n", + " motion_times_str=motion_times.value, motion_amps_str=motion_amps.value,\n", + " motion_decay_tau=motion_decay.value)\n", + " title = 'ECG Recording with Artefacts'\n", + " csv_default = 'ecg_recording.csv'\n", + " \n", + " # Plot\n", + " fig, ax = plt.subplots(figsize=(10, 4))\n", + " ax.plot(t, clean, '--', linewidth=1.2, label='Clean (ideal)')\n", + " ax.plot(t, noisy, linewidth=0.8, alpha=0.9, label='Measured (noisy)')\n", + " ax.set_xlabel('Time [s]')\n", + " ax.set_ylabel('Amplitude')\n", + " ax.set_title(title)\n", + " ax.legend(loc='best')\n", + " ax.grid(True, alpha=0.3)\n", + " plt.tight_layout()\n", + " plt.show()\n", + " \n", + " # Store data for export\n", + " update_plot.current_t = t\n", + " update_plot.current_noisy = noisy\n", + " update_plot.current_csv_default = csv_default\n", + "\n", + "# Attach attributes to function for export\n", + "update_plot.current_t = None\n", + "update_plot.current_noisy = None\n", + "update_plot.current_csv_default = 'signal.csv'\n", + "\n", + "def export_csv(b):\n", + " with out:\n", + " if update_plot.current_noisy is None:\n", + " print(\"Generate a signal first (click Update Plot).\")\n", + " return\n", + " filename = csv_filename.value.strip()\n", + " if not filename:\n", + " filename = update_plot.current_csv_default\n", + " data = np.column_stack((update_plot.current_t, update_plot.current_noisy))\n", + " np.savetxt(filename, data, delimiter=',', header='Time (s),Amplitude', comments='')\n", + " print(f\"Exported to {filename}\")\n", + "\n", + "# -------------------- Signal selector --------------------\n", + "signal_selector = widgets.Dropdown(\n", + " options=['Sine Wave (Noisy Oscillator)', 'Temperature Sensor', 'ECG'],\n", + " value='Sine Wave (Noisy Oscillator)',\n", + " description='Signal:',\n", + ")\n", + "\n", + "# -------------------- Sine wave controls --------------------\n", + "fs_sine = widgets.IntSlider(value=1000, min=100, max=5000, step=100, description='Fs [Hz]')\n", + "dur_sine = widgets.FloatSlider(value=2.0, min=0.5, max=10.0, step=0.5, description='Duration [s]')\n", + "freq_sine = widgets.FloatSlider(value=5.0, min=0.1, max=50.0, step=0.1, description='Freq [Hz]')\n", + "amp_sine = widgets.FloatSlider(value=1.0, min=0.1, max=5.0, step=0.1, description='Amplitude')\n", + "dc_sine = widgets.FloatSlider(value=0.2, min=-1.0, max=1.0, step=0.05, description='DC offset')\n", + "noise_sine = widgets.FloatSlider(value=0.15, min=0.0, max=1.0, step=0.01, description='Noise std')\n", + "jitter_sine = widgets.FloatSlider(value=0.1, min=0.0, max=1.0, step=0.01, description='Freq jitter std')\n", + "sine_box = widgets.VBox([fs_sine, dur_sine, freq_sine, amp_sine, dc_sine, noise_sine, jitter_sine])\n", + "\n", + "# -------------------- Temperature sensor controls --------------------\n", + "fs_temp = widgets.IntSlider(value=100, min=10, max=1000, step=10, description='Fs [Hz]')\n", + "dur_temp = widgets.FloatSlider(value=10.0, min=2.0, max=60.0, step=1.0, description='Duration [s]')\n", + "Tamb = widgets.FloatSlider(value=25.0, min=0.0, max=50.0, step=0.5, description='Ambient [°C]')\n", + "Ttarget = widgets.FloatSlider(value=40.0, min=20.0, max=100.0, step=0.5, description='Target [°C]')\n", + "tau_temp = widgets.FloatSlider(value=2.0, min=0.1, max=10.0, step=0.1, description='Time const [s]')\n", + "heat_start = widgets.FloatSlider(value=1.0, min=0.0, max=5.0, step=0.1, description='Heat start [s]')\n", + "noise_temp = widgets.FloatSlider(value=0.2, min=0.0, max=2.0, step=0.05, description='Noise std [°C]')\n", + "spike_prob = widgets.FloatSlider(value=0.005, min=0.0, max=0.1, step=0.001, description='Spike prob')\n", + "spike_min = widgets.FloatSlider(value=3.0, min=0.5, max=10.0, step=0.1, description='Spike min [°C]')\n", + "spike_max = widgets.FloatSlider(value=5.0, min=1.0, max=15.0, step=0.1, description='Spike max [°C]')\n", + "drift_slope = widgets.FloatSlider(value=0.05, min=0.0, max=0.5, step=0.01, description='Drift [°C/s]')\n", + "hum_temp = widgets.FloatSlider(value=0.05, min=0.0, max=0.5, step=0.01, description='Hum amp [°C]')\n", + "hum_freq_temp = widgets.FloatSlider(value=50.0, min=10.0, max=100.0, step=1.0, description='Hum freq [Hz]')\n", + "# Toggles\n", + "drift_toggle = widgets.Checkbox(value=True, description='Include drift')\n", + "hum_temp_toggle = widgets.Checkbox(value=True, description='Include 50 Hz hum')\n", + "spikes_toggle = widgets.Checkbox(value=True, description='Include spikes')\n", + "temp_box = widgets.VBox([fs_temp, dur_temp, Tamb, Ttarget, tau_temp, heat_start,\n", + " noise_temp, spike_prob, spike_min, spike_max,\n", + " drift_slope, drift_toggle, hum_temp, hum_freq_temp,\n", + " hum_temp_toggle, spikes_toggle])\n", + "\n", + "# -------------------- ECG controls --------------------\n", + "fs_ecg = widgets.IntSlider(value=500, min=100, max=2000, step=100, description='Fs [Hz]')\n", + "dur_ecg = widgets.FloatSlider(value=10.0, min=2.0, max=30.0, step=1.0, description='Duration [s]')\n", + "hr_ecg = widgets.FloatSlider(value=60.0, min=30.0, max=150.0, step=1.0, description='Heart rate [bpm]')\n", + "bw_amp = widgets.FloatSlider(value=0.15, min=0.0, max=1.0, step=0.01, description='BW amplitude')\n", + "bw_freq = widgets.FloatSlider(value=0.15, min=0.05, max=2.0, step=0.01, description='BW freq [Hz]')\n", + "hum_ecg = widgets.FloatSlider(value=0.05, min=0.0, max=0.5, step=0.01, description='Hum amplitude')\n", + "hum_freq_ecg = widgets.FloatSlider(value=50.0, min=10.0, max=100.0, step=1.0, description='Hum freq [Hz]')\n", + "emg_std = widgets.FloatSlider(value=0.03, min=0.0, max=0.3, step=0.005, description='Muscle noise std')\n", + "motion_times = widgets.Text(value=\"2.3,5.7,8.1\", description='Motion times [s]', layout=widgets.Layout(width='300px'))\n", + "motion_amps = widgets.Text(value=\"0.3,-0.2,0.4\", description='Motion amplitudes', layout=widgets.Layout(width='300px'))\n", + "motion_decay = widgets.FloatSlider(value=0.5, min=0.1, max=3.0, step=0.1, description='Motion decay tau')\n", + "# Toggles\n", + "bw_toggle = widgets.Checkbox(value=True, description='Baseline wander')\n", + "hum_ecg_toggle = widgets.Checkbox(value=True, description='50 Hz hum')\n", + "emg_toggle = widgets.Checkbox(value=True, description='Muscle noise')\n", + "motion_toggle = widgets.Checkbox(value=True, description='Electrode motion')\n", + "ecg_box = widgets.VBox([fs_ecg, dur_ecg, hr_ecg, bw_amp, bw_freq, bw_toggle,\n", + " hum_ecg, hum_freq_ecg, hum_ecg_toggle,\n", + " emg_std, emg_toggle,\n", + " motion_times, motion_amps, motion_decay, motion_toggle])\n", + "\n", + "# -------------------- Visibility handler --------------------\n", + "controls_dict = {\n", + " 'Sine Wave (Noisy Oscillator)': sine_box,\n", + " 'Temperature Sensor': temp_box,\n", + " 'ECG': ecg_box\n", + "}\n", + "controls_area = widgets.VBox([sine_box]) # placeholder\n", + "\n", + "def on_signal_change(change):\n", + " controls_area.children = [controls_dict[change['new']]]\n", + "signal_selector.observe(on_signal_change, names='value')\n", + "# initialise\n", + "on_signal_change({'new': signal_selector.value})\n", + "\n", + "# -------------------- Buttons and export --------------------\n", + "update_btn = widgets.Button(description='Update Plot', button_style='success')\n", + "export_btn = widgets.Button(description='Export CSV', button_style='info')\n", + "csv_filename = widgets.Text(value='', placeholder='filename.csv', description='File:')\n", + "\n", + "update_btn.on_click(update_plot)\n", + "export_btn.on_click(export_csv)\n", + "\n", + "# -------------------- Layout --------------------\n", + "ui = widgets.VBox([\n", + " signal_selector,\n", + " controls_area,\n", + " widgets.HBox([update_btn, export_btn, csv_filename]),\n", + " out\n", + "])\n", + "\n", + "display(ui)" + ] + }, + { + "cell_type": "markdown", + "id": "f3d1666a", + "metadata": {}, + "source": [ + "## Interactive Signal Generator\n", + "\n", + "Select a signal type, adjust its parameters, and click **Generate** to view the result.\n", + "You can toggle artefacts on/off and export the noisy signal to CSV.\n", + "\n", + "**Dependencies:** `numpy`, `matplotlib`, `ipywidgets` (install with `!pip install ipywidgets` if missing)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b60c6da", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import ipywidgets as widgets\n", + "from IPython.display import display, clear_output\n", + "\n", + "# -------------------- Signal generation functions (unchanged) --------------------\n", + "def generate_sine(fs=1000, duration=2.0, f=5.0, amplitude=1.0, dc_offset=0.2,\n", + " noise_std=0.15, jitter_std=0.1):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " ideal = amplitude * np.sin(2 * np.pi * f * t)\n", + " freq_dev = np.random.normal(0, jitter_std, size=N)\n", + " phase_jitter = 2 * np.pi * np.cumsum(freq_dev / fs)\n", + " total_phase = 2 * np.pi * f * t + phase_jitter\n", + " measured = amplitude * np.sin(total_phase) + dc_offset + np.random.normal(0, noise_std, size=N)\n", + " return t, ideal, measured\n", + "\n", + "def generate_temperature(fs=100, duration=10.0, T_ambient=25.0, T_target=40.0, tau=2.0,\n", + " heat_start=1.0, noise_std=0.2, spike_prob=0.005,\n", + " spike_min=3.0, spike_max=5.0, drift_slope=0.05, hum_amp=0.05,\n", + " hum_freq=50.0, include_drift=True, include_hum=True, \n", + " include_spikes=True, include_noise=True):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " clean = np.full_like(t, T_ambient)\n", + " mask = t >= heat_start\n", + " clean[mask] = T_ambient + (T_target - T_ambient) * (1 - np.exp(-(t[mask] - heat_start) / tau))\n", + " \n", + " measured = clean.copy()\n", + " if include_noise:\n", + " measured += np.random.normal(0, noise_std, size=N)\n", + " if include_drift:\n", + " measured += drift_slope * t\n", + " if include_hum:\n", + " measured += hum_amp * np.sin(2 * np.pi * hum_freq * t)\n", + " if include_spikes:\n", + " spike_mask_arr = np.random.rand(N) < spike_prob\n", + " spike_amps = np.random.uniform(spike_min, spike_max, size=N)\n", + " measured += spike_mask_arr * spike_amps\n", + " return t, clean, measured\n", + "\n", + "def ecg_beat(t_rel):\n", + " p = 0.1 * np.exp(-0.5 * ((t_rel + 0.2) / 0.08)**2)\n", + " q = -0.1 * np.exp(-0.5 * ((t_rel + 0.05) / 0.03)**2)\n", + " r = 1.0 * np.exp(-0.5 * (t_rel / 0.03)**2)\n", + " s = -0.3 * np.exp(-0.5 * ((t_rel - 0.05) / 0.03)**2)\n", + " t_w = 0.3 * np.exp(-0.5 * ((t_rel - 0.2) / 0.1)**2)\n", + " return p + q + r + s + t_w\n", + "\n", + "def generate_ecg(fs=500, duration=10.0, heart_rate=60.0, bw_amp=0.15, bw_freq=0.15,\n", + " hum_amp=0.05, hum_freq=50.0, emg_std=0.03,\n", + " include_bw=True, include_hum=True, include_emg=True, include_motion=True,\n", + " motion_times_str=\"2.3,5.7,8.1\", motion_amps_str=\"0.3,-0.2,0.4\",\n", + " motion_decay_tau=0.5):\n", + " t = np.arange(0, duration, 1/fs)\n", + " N = len(t)\n", + " beat_interval = 60.0 / heart_rate\n", + " beat_centres = np.arange(0.5, duration, beat_interval)\n", + " clean = np.zeros(N)\n", + " for centre in beat_centres:\n", + " t_rel = t - centre\n", + " mask = np.abs(t_rel) <= 0.4\n", + " clean[mask] += ecg_beat(t_rel[mask])\n", + " measured = clean.copy()\n", + " if include_bw:\n", + " measured += bw_amp * np.sin(2 * np.pi * bw_freq * t)\n", + " if include_hum:\n", + " measured += hum_amp * np.sin(2 * np.pi * hum_freq * t)\n", + " if include_emg:\n", + " measured += np.random.normal(0, emg_std, size=N)\n", + " if include_motion:\n", + " try:\n", + " m_times = [float(x.strip()) for x in motion_times_str.split(',')]\n", + " m_amps = [float(x.strip()) for x in motion_amps_str.split(',')]\n", + " except:\n", + " m_times, m_amps = [], []\n", + " for mt, ma in zip(m_times, m_amps):\n", + " idx = np.searchsorted(t, mt)\n", + " if idx < N:\n", + " decay = np.exp(-(t[idx:] - t[idx]) / motion_decay_tau)\n", + " measured[idx:] += ma * decay\n", + " return t, clean, measured\n", + "\n", + "# -------------------- Styling helper --------------------\n", + "def styled_box(children, title=None):\n", + " items = []\n", + " if title:\n", + " items.append(widgets.HTML(f\"{title}\"))\n", + " items += children\n", + " return widgets.VBox(items, layout=widgets.Layout(\n", + " border='1px solid #bdc3c7', padding='10px', margin='5px 0px 5px 0px',\n", + " border_radius='8px', background_color='#fafafa'\n", + " ))\n", + "\n", + "# -------------------- Create all widgets --------------------\n", + "# Header\n", + "header = widgets.HTML(\"

📊 Interactive Signal Generator

\")\n", + "subtitle = widgets.HTML(\"

Configure parameters, generate signal, and export to CSV.

\")\n", + "\n", + "# Signal selector\n", + "signal_selector = widgets.Dropdown(\n", + " options=['Sine Wave (Noisy Oscillator)', 'Temperature Sensor', 'ECG Recording'],\n", + " value='Sine Wave (Noisy Oscillator)',\n", + " description='Signal Type:',\n", + " layout=widgets.Layout(width='50%', margin='0 0 10px 0'),\n", + " style={'description_width': 'initial'}\n", + ")\n", + "\n", + "# ---------- Sine widgets ----------\n", + "sine_fs = widgets.IntSlider(value=1000, min=100, max=5000, step=100, description='Sampling rate [Hz]', style={'description_width': 'initial'})\n", + "sine_dur = widgets.FloatSlider(value=2.0, min=0.5, max=10, step=0.5, description='Duration [s]', style={'description_width': 'initial'})\n", + "sine_freq = widgets.FloatSlider(value=5.0, min=0.1, max=50, step=0.1, description='Frequency [Hz]', style={'description_width': 'initial'})\n", + "sine_amp = widgets.FloatSlider(value=1.0, min=0.1, max=5, step=0.1, description='Amplitude', style={'description_width': 'initial'})\n", + "sine_dc = widgets.FloatSlider(value=0.2, min=-1.0, max=1.0, step=0.05, description='DC offset', style={'description_width': 'initial'})\n", + "sine_noise = widgets.FloatSlider(value=0.15, min=0, max=1.0, step=0.01, description='Noise std', style={'description_width': 'initial'})\n", + "sine_jitter = widgets.FloatSlider(value=0.1, min=0, max=1.0, step=0.01, description='Freq jitter std', style={'description_width': 'initial'})\n", + "\n", + "sine_box = styled_box([sine_fs, sine_dur, sine_freq, sine_amp, sine_dc, sine_noise, sine_jitter],\n", + " title=\"Sine Wave Parameters\")\n", + "\n", + "# ---------- Temperature widgets ----------\n", + "temp_fs = widgets.IntSlider(value=100, min=10, max=1000, step=10, description='Sampling rate [Hz]', style={'description_width': 'initial'})\n", + "temp_dur = widgets.FloatSlider(value=10.0, min=2, max=60, step=1, description='Duration [s]', style={'description_width': 'initial'})\n", + "temp_Tamb = widgets.FloatSlider(value=25.0, min=0, max=50, step=0.5, description='Ambient [°C]', style={'description_width': 'initial'})\n", + "temp_Ttarget = widgets.FloatSlider(value=40.0, min=20, max=100, step=0.5, description='Target [°C]', style={'description_width': 'initial'})\n", + "temp_tau = widgets.FloatSlider(value=2.0, min=0.1, max=10, step=0.1, description='Time constant [s]', style={'description_width': 'initial'})\n", + "temp_heat_start = widgets.FloatSlider(value=1.0, min=0, max=5, step=0.1, description='Heat start [s]', style={'description_width': 'initial'})\n", + "temp_noise = widgets.FloatSlider(value=0.2, min=0, max=2.0, step=0.05, description='Noise std [°C]', style={'description_width': 'initial'})\n", + "temp_spike_prob = widgets.FloatSlider(value=0.005, min=0, max=0.1, step=0.001, description='Spike probability', style={'description_width': 'initial'})\n", + "temp_spike_min = widgets.FloatSlider(value=3.0, min=0.5, max=10, step=0.1, description='Spike min [°C]', style={'description_width': 'initial'})\n", + "temp_spike_max = widgets.FloatSlider(value=5.0, min=1, max=15, step=0.1, description='Spike max [°C]', style={'description_width': 'initial'})\n", + "temp_drift = widgets.FloatSlider(value=0.05, min=0, max=0.5, step=0.01, description='Drift [°C/s]', style={'description_width': 'initial'})\n", + "temp_hum_amp = widgets.FloatSlider(value=0.05, min=0, max=0.5, step=0.01, description='Hum amplitude [°C]', style={'description_width': 'initial'})\n", + "temp_hum_freq = widgets.FloatSlider(value=50.0, min=10, max=100, step=1, description='Hum frequency [Hz]', style={'description_width': 'initial'})\n", + "\n", + "temp_drift_toggle = widgets.Checkbox(value=True, description='Include drift')\n", + "temp_hum_toggle = widgets.Checkbox(value=True, description='Include 50 Hz hum')\n", + "temp_spikes_toggle = widgets.Checkbox(value=True, description='Include spikes')\n", + "temp_noise_toggle = widgets.Checkbox(value=True, description='Include white noise')\n", + "\n", + "temp_params_box = styled_box([temp_fs, temp_dur, temp_Tamb, temp_Ttarget, temp_tau,\n", + " temp_heat_start, temp_noise, temp_spike_prob, temp_spike_min,\n", + " temp_spike_max, temp_drift, temp_hum_amp, temp_hum_freq],\n", + " title=\"Temperature Sensor Parameters\")\n", + "temp_toggles_box = styled_box([temp_drift_toggle, temp_hum_toggle, temp_spikes_toggle, temp_noise_toggle], title=\"Artefacts\")\n", + "temp_box = widgets.VBox([temp_params_box, temp_toggles_box])\n", + "\n", + "# ---------- ECG widgets ----------\n", + "ecg_fs = widgets.IntSlider(value=500, min=100, max=2000, step=100, description='Sampling rate [Hz]', style={'description_width': 'initial'})\n", + "ecg_dur = widgets.FloatSlider(value=10.0, min=2, max=30, step=1, description='Duration [s]', style={'description_width': 'initial'})\n", + "ecg_hr = widgets.FloatSlider(value=60.0, min=30, max=150, step=1, description='Heart rate [bpm]', style={'description_width': 'initial'})\n", + "ecg_bw_amp = widgets.FloatSlider(value=0.15, min=0, max=1.0, step=0.01, description='BW amplitude', style={'description_width': 'initial'})\n", + "ecg_bw_freq = widgets.FloatSlider(value=0.15, min=0.05, max=2.0, step=0.01, description='BW frequency [Hz]', style={'description_width': 'initial'})\n", + "ecg_hum_amp = widgets.FloatSlider(value=0.05, min=0, max=0.5, step=0.01, description='Hum amplitude', style={'description_width': 'initial'})\n", + "ecg_hum_freq = widgets.FloatSlider(value=50.0, min=10, max=100, step=1, description='Hum frequency [Hz]', style={'description_width': 'initial'})\n", + "ecg_emg = widgets.FloatSlider(value=0.03, min=0, max=0.3, step=0.005, description='Muscle noise std', style={'description_width': 'initial'})\n", + "ecg_motion_decay = widgets.FloatSlider(value=0.5, min=0.1, max=3.0, step=0.1, description='Motion decay tau', style={'description_width': 'initial'})\n", + "ecg_motion_times = widgets.Text(value=\"2.3,5.7,8.1\", description='Motion times [s]', layout=widgets.Layout(width='400px'), style={'description_width': 'initial'})\n", + "ecg_motion_amps = widgets.Text(value=\"0.3,-0.2,0.4\", description='Motion amplitudes [mV]', layout=widgets.Layout(width='400px'), style={'description_width': 'initial'})\n", + "\n", + "ecg_bw_toggle = widgets.Checkbox(value=True, description='Baseline wander')\n", + "ecg_hum_toggle = widgets.Checkbox(value=True, description='50 Hz hum')\n", + "ecg_emg_toggle = widgets.Checkbox(value=True, description='Muscle noise (EMG)')\n", + "ecg_motion_toggle = widgets.Checkbox(value=True, description='Electrode motion')\n", + "\n", + "ecg_params_box = styled_box([ecg_fs, ecg_dur, ecg_hr, ecg_bw_amp, ecg_bw_freq,\n", + " ecg_hum_amp, ecg_hum_freq, ecg_emg, ecg_motion_decay],\n", + " title=\"ECG Parameters\")\n", + "ecg_motion_box = styled_box([ecg_motion_times, ecg_motion_amps], title=\"Electrode Motion Details\")\n", + "ecg_toggles_box = styled_box([ecg_bw_toggle, ecg_hum_toggle, ecg_emg_toggle, ecg_motion_toggle], title=\"Artefacts\")\n", + "ecg_box = widgets.VBox([ecg_params_box, ecg_motion_box, ecg_toggles_box])\n", + "\n", + "# Controls container (switched by signal type)\n", + "controls_area = widgets.VBox([sine_box])\n", + "\n", + "def on_signal_change(change):\n", + " signal = change['new']\n", + " if signal == 'Sine Wave (Noisy Oscillator)':\n", + " controls_area.children = [sine_box]\n", + " elif signal == 'Temperature Sensor':\n", + " controls_area.children = [temp_box]\n", + " else: # ECG\n", + " controls_area.children = [ecg_box]\n", + "signal_selector.observe(on_signal_change, names='value')\n", + "\n", + "# Output plot area\n", + "out = widgets.Output()\n", + "\n", + "# Buttons\n", + "generate_btn = widgets.Button(description='Generate Signal', button_style='primary',\n", + " layout=widgets.Layout(width='150px', margin='5px 10px 5px 0'))\n", + "export_btn = widgets.Button(description='Export CSV', button_style='info',\n", + " layout=widgets.Layout(width='120px', margin='5px 10px 5px 0'))\n", + "reset_btn = widgets.Button(description='Reset Defaults', button_style='warning',\n", + " layout=widgets.Layout(width='140px', margin='5px 0'))\n", + "csv_filename = widgets.Text(value='signal.csv', placeholder='filename.csv', description='File:',\n", + " layout=widgets.Layout(width='300px', margin='5px 0'),\n", + " style={'description_width': 'initial'})\n", + "\n", + "# Store last generated data\n", + "generate_btn.current_data = (None, None)\n", + "\n", + "# -------------------- Callbacks --------------------\n", + "def generate_callback(b):\n", + " signal = signal_selector.value\n", + " if signal == 'Sine Wave (Noisy Oscillator)':\n", + " t, clean, noisy = generate_sine(\n", + " fs=sine_fs.value, duration=sine_dur.value, f=sine_freq.value,\n", + " amplitude=sine_amp.value, dc_offset=sine_dc.value,\n", + " noise_std=sine_noise.value, jitter_std=sine_jitter.value)\n", + " title = 'Sine Wave – Noisy Oscillator'\n", + " elif signal == 'Temperature Sensor':\n", + " t, clean, noisy = generate_temperature(\n", + " fs=temp_fs.value, duration=temp_dur.value, T_ambient=temp_Tamb.value,\n", + " T_target=temp_Ttarget.value, tau=temp_tau.value, heat_start=temp_heat_start.value,\n", + " noise_std=temp_noise.value, spike_prob=temp_spike_prob.value,\n", + " spike_min=temp_spike_min.value, spike_max=temp_spike_max.value,\n", + " drift_slope=temp_drift.value, hum_amp=temp_hum_amp.value,\n", + " hum_freq=temp_hum_freq.value,\n", + " include_drift=temp_drift_toggle.value, include_hum=temp_hum_toggle.value,\n", + " include_spikes=temp_spikes_toggle.value,\n", + " include_noise=temp_noise_toggle.value)\n", + " title = 'Temperature Sensor with Artefacts'\n", + " else: # ECG\n", + " t, clean, noisy = generate_ecg(\n", + " fs=ecg_fs.value, duration=ecg_dur.value, heart_rate=ecg_hr.value,\n", + " bw_amp=ecg_bw_amp.value, bw_freq=ecg_bw_freq.value,\n", + " hum_amp=ecg_hum_amp.value, hum_freq=ecg_hum_freq.value,\n", + " emg_std=ecg_emg.value,\n", + " include_bw=ecg_bw_toggle.value, include_hum=ecg_hum_toggle.value,\n", + " include_emg=ecg_emg_toggle.value, include_motion=ecg_motion_toggle.value,\n", + " motion_times_str=ecg_motion_times.value, motion_amps_str=ecg_motion_amps.value,\n", + " motion_decay_tau=ecg_motion_decay.value)\n", + " title = 'ECG Recording with Artefacts'\n", + "\n", + " generate_btn.current_data = (t, noisy)\n", + "\n", + " with out:\n", + " clear_output(wait=True)\n", + " fig, ax = plt.subplots(figsize=(10, 4))\n", + " ax.plot(t, clean, '--', linewidth=1.2, label='Clean (ideal)')\n", + " ax.plot(t, noisy, linewidth=0.8, alpha=0.9, label='Measured (noisy)')\n", + " ax.set_xlabel('Time [s]')\n", + " ax.set_ylabel('Amplitude')\n", + " ax.set_title(title)\n", + " ax.legend(loc='best')\n", + " ax.grid(True, alpha=0.3)\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "def export_callback(b):\n", + " t, noisy = generate_btn.current_data\n", + " if t is None:\n", + " with out:\n", + " print(\"Please generate a signal first.\")\n", + " return\n", + " fname = csv_filename.value.strip()\n", + " if not fname:\n", + " fname = 'signal.csv'\n", + " np.savetxt(fname, np.column_stack((t, noisy)), delimiter=',',\n", + " header='Time (s),Amplitude', comments='')\n", + " with out:\n", + " print(f\"Data exported to {fname}\")\n", + "\n", + "def reset_callback(b):\n", + " signal = signal_selector.value\n", + " if signal == 'Sine Wave (Noisy Oscillator)':\n", + " sine_fs.value = 1000; sine_dur.value = 2.0; sine_freq.value = 5.0; sine_amp.value = 1.0\n", + " sine_dc.value = 0.2; sine_noise.value = 0.15; sine_jitter.value = 0.1\n", + " elif signal == 'Temperature Sensor':\n", + " temp_fs.value = 100; temp_dur.value = 10.0; temp_Tamb.value = 25.0; temp_Ttarget.value = 40.0\n", + " temp_tau.value = 2.0; temp_heat_start.value = 1.0; temp_noise.value = 0.2\n", + " temp_spike_prob.value = 0.005; temp_spike_min.value = 3.0; temp_spike_max.value = 5.0\n", + " temp_drift.value = 0.05; temp_hum_amp.value = 0.05; temp_hum_freq.value = 50.0\n", + " temp_drift_toggle.value = True; temp_hum_toggle.value = True; temp_spikes_toggle.value = True; temp_noise_toggle.value = True\n", + " else: # ECG\n", + " ecg_fs.value = 500; ecg_dur.value = 10.0; ecg_hr.value = 60.0; ecg_bw_amp.value = 0.15\n", + " ecg_bw_freq.value = 0.15; ecg_hum_amp.value = 0.05; ecg_hum_freq.value = 50.0\n", + " ecg_emg.value = 0.03; ecg_motion_decay.value = 0.5\n", + " ecg_motion_times.value = \"2.3,5.7,8.1\"; ecg_motion_amps.value = \"0.3,-0.2,0.4\"\n", + " ecg_bw_toggle.value = True; ecg_hum_toggle.value = True; ecg_emg_toggle.value = True\n", + " ecg_motion_toggle.value = True\n", + " generate_callback(None)\n", + "\n", + "generate_btn.on_click(generate_callback)\n", + "export_btn.on_click(export_callback)\n", + "reset_btn.on_click(reset_callback)\n", + "\n", + "# -------------------- Layout assembly --------------------\n", + "button_row = widgets.HBox([generate_btn, export_btn, reset_btn, csv_filename],\n", + " layout=widgets.Layout(align_items='center'))\n", + "\n", + "main_ui = widgets.VBox([\n", + " header,\n", + " subtitle,\n", + " signal_selector,\n", + " controls_area,\n", + " button_row,\n", + " out\n", + "], layout=widgets.Layout(padding='10px', border='1px solid #dcdcdc', border_radius='10px',\n", + " background_color='white'))\n", + "\n", + "display(main_ui)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21e39e64", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 1c58c42d2dba16c814f24eb51311ba395c160fd3 Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Sun, 31 May 2026 13:46:09 +0200 Subject: [PATCH 2/8] Fix minor design issues --- snippets/1019_SignalGeneration/index.md | 106 +++++++++++++----------- 1 file changed, 57 insertions(+), 49 deletions(-) diff --git a/snippets/1019_SignalGeneration/index.md b/snippets/1019_SignalGeneration/index.md index 1119394..fbd542e 100644 --- a/snippets/1019_SignalGeneration/index.md +++ b/snippets/1019_SignalGeneration/index.md @@ -1,9 +1,10 @@ -| layout | default | -|--------|---------| -| codename | SignalGeneration | -| title | Implementing Signal Generation in Python Using AI | -| tags | snippets mieset | -| authors | Charaf Mohamad | +--- +layout: default +codename: SignalGeneration +title: Implementing Signal Generation in Python Using AI +tags: snippets mieset +authors: Charaf Mohamad +--- # Implementing Signal Generation in Python Using AI ## Problem Statement @@ -31,15 +32,16 @@ I used the DeepSeek-V4-Pro model, with "Expert" mode set for the session, and "D - **Iterative refinement works well** – targeted, and specific fix prompts produced clean, minimal corrections without breaking other parts - **DeepSeek's UI generation ability is limited** - Although the model generated functional interactive UIs to test signals, configure them and export them, it lacked the polished and "professional" look. It should also be noted that the library used for the UI – ipywidgets – inherently has its limitations on visual polishing; however, a more experienced developer would have noticed this. --- -## Using the Result +## Using the Result + The results obtained are developed and gathered in a runnable Jupyter notebook file called "signals.ipynb". The easiest way to use it is as follows: - 1. Navigate to the [Jupyter.org](https://jupyter.org/) web page, scroll down to where you can find "Jupyter Notebook: The Classic Notebook Interface" and click "Try it in your browser". - 2. This will open up another page, where you can click on the "Jupyter Notebook" under the "Applications" section. - 3. After clicking on it, an introduction notebook file from Jupyter will be visible now. Navigate to "File" in the top left corner and click "Open...". - 4. After the list of Files open in a new page, you can upload the "signals.ipnyb" file from the top right corner, using the "Upload" button. - 5. After opening the file, make sure to select the "Python 3.13 (XPython)" kernel and press "Select". - 6. Each "cell" in the notebook has a short description that you can read beforehand to briefly understand what to expect as an output. After reading, you can run the cell by clicking on the code cell under the description and pressing the play button at the top of the page in the hot bar. - 7. Note that the last two cells gather all the functionality (generation, plotting and exporting of 3 distinct signals) of the previous ones into an interactive UI. The last cell contains a refined UI implementation based on the previous cell. There you can configure parameters for each signal, generate it, and export it into a CSV file with a configurable filename. The exported CSV file can be found in the same directory where you uploaded the "signals.ipynb" file. +1. Navigate to the [Jupyter.org](https://jupyter.org/) web page, scroll down to where you can find "Jupyter Notebook: The Classic Notebook Interface" and click "Try it in your browser". +2. This will open up another page, where you can click on the "Jupyter Notebook" under the "Applications" section. +3. After clicking on it, an introduction notebook file from Jupyter will be visible now. Navigate to "File" in the top left corner and click "Open...". +4. After the list of Files open in a new page, you can upload the "signals.ipnyb" file from the top right corner, using the "Upload" button. +5. After opening the file, make sure to select the "Python 3.13 (XPython)" kernel and press "Select". +6. Each "cell" in the notebook has a short description that you can read beforehand to briefly understand what to expect as an output. After reading, you can run the cell by clicking on the code cell under the description and pressing the play button at the top of the page in the hot bar. +7. Note that the last two cells gather all the functionality (generation, plotting and exporting of 3 distinct signals) of the previous ones into an interactive UI. The last cell contains a refined UI implementation based on the previous cell. There you can configure parameters for each signal, generate it, and export it into a CSV file with a configurable filename. The exported CSV file can be found in the same directory where you uploaded the "signals.ipynb" file. --- ## Workflow Details To make the outputs of the AI model more deterministic, I chose to start the session with a prompt that includes context on what the task is and simple ground rules for the model on how to proceed throughout developing the project. @@ -57,11 +59,11 @@ Absolutely, let's take this step by step. Before I propose any plan or outline, Once you answer these, I’ll propose a clear plan for the first (simplest) signal, and we’ll proceed one by one without jumping ahead. ``` The model responded – after 27 seconds – with a structured list of clarifying questions and options, covering 5 main areas of the task: - 1. **Project Purpose** (main goal of generating these signals): It asked whether this task is for learning digital signal processing basics, simulating communication systems, creating test signals for hardware or software, audio synthesis or music, or something else. - 2. **Signal types and "complexities"** – the model asked for an "example" or "hint" for the 3 signals of different complexities: It gave me 3 options including 3 different sine waves (basic sine, AM/FM modulated signal and QPSK or OFDM signal), real-world signals (basic sine, ECG-like waveform and radar chirp with noise) and as a last option it suggested periodic analog (sine, square), digital modulated (BPSK) and multi-carrier (OFDM). - 3. **Output expectations** (representation and usage of generated signals): the model asked whether I only want plotting (matplotlib library), exporting to a saved file (WAV, CSV, binary), played through speakers in real time, or passed to another algorithm for further processing. - 4. **Technical constraints** (i.e., preferences or limitations for tools and/or signal parameters): It suggested python libraries that I would want to stick to like NumPy, SciPy, Matplotlib, or sounddevice. Additionally, it asked for the preferred environment including Jupyter notebook or a plain script and some signal parameters such as sampling rate, signal duration, real-time requirements and whether we should include noise, filtering, or keeping signals pure. - 5. **Domain focus** (what field I want to explore): The options given were audio/acoustics, software-defined radio, biomedical signals, vibration analysis, or other fields. +1. **Project Purpose** (main goal of generating these signals): It asked whether this task is for learning digital signal processing basics, simulating communication systems, creating test signals for hardware or software, audio synthesis or music, or something else. +2. **Signal types and "complexities"** – the model asked for an "example" or "hint" for the 3 signals of different complexities: It gave me 3 options including 3 different sine waves (basic sine, AM/FM modulated signal and QPSK or OFDM signal), real-world signals (basic sine, ECG-like waveform and radar chirp with noise) and as a last option it suggested periodic analog (sine, square), digital modulated (BPSK) and multi-carrier (OFDM). +3. **Output expectations** (representation and usage of generated signals): the model asked whether I only want plotting (matplotlib library), exporting to a saved file (WAV, CSV, binary), played through speakers in real time, or passed to another algorithm for further processing. +4. **Technical constraints** (i.e., preferences or limitations for tools and/or signal parameters): It suggested python libraries that I would want to stick to like NumPy, SciPy, Matplotlib, or sounddevice. Additionally, it asked for the preferred environment including Jupyter notebook or a plain script and some signal parameters such as sampling rate, signal duration, real-time requirements and whether we should include noise, filtering, or keeping signals pure. +5. **Domain focus** (what field I want to explore): The options given were audio/acoustics, software-defined radio, biomedical signals, vibration analysis, or other fields. The model here is attempting to extract the specifications of the project to handle this complex task. #### ***User*** ``` @@ -75,41 +77,46 @@ The model here is attempting to extract the specifications of the project to han ### Outlining, Planning and Implementing the Scripts From this point, the model followed an identical structure to develop each of the signal generation scripts. The general structure followed by the model was composed of a proposed plan, questions before proceeding, and after it received the answers, it created a short Markdown cell which included a description of the script and then a Code cell which included the runnable script itself, and then it ended by stating the expected output and a checkpoint to make sure whether what was generated was up to my expectation. The model only moved on to the next signal task if I prompted it to do so. The detailed structure composition can also be visualized as follows: #### ***DeepSeek*** - - Proposed Plan: - - Goal – Generating the signal that mimics what can be measured from the source of the signal: - - Pure signal - - Additive white noise - - DC offset (bias) - - Additional artefacts (unwanted interference) depending on signal complexity - - Parameters: Sampling rate, Duration, Frequency, Noise Type, Frequency jitter, etc. - - Outputs: Plot and CSV export. - - Questions: - - Parameter choices (Sine) - - Extra realism (Sine) - - Sensor type (Temperature Sensor) - - Heart rate (ECG) - - etc. +- Proposed Plan: + - Goal – Generating the signal that mimics what can be measured from the source of the signal: + - Pure signal + - Additive white noise + - DC offset (bias) + - Additional artefacts (unwanted interference) depending on signal complexity + - Parameters: Sampling rate, Duration, Frequency, Noise Type, Frequency jitter, etc. + - Outputs: Plot and CSV export. +- Questions: + - Parameter choices (Sine) + - Extra realism (Sine) + - Sensor type (Temperature Sensor) + - Heart rate (ECG) + - etc. #### ***User*** Here I included all answers to the clarifying questions that the model asked, I modified some choices that it made (e.g., using the NumPy library for exporting CSV file instead of Pandas), and I set rules on the structure of the Jupyter notebook file (e.g., not to decompose the notebook into too many cells). #### ***DeepSeek*** After gathering all the necessary information, it generated the Markdown cell and Code cell. Then, it mentioned the expected results such as the plotting details and the exported CSV file. ### Evaluation -The model successfully generated, in separate cells, each signal with realistic interference and was able to implement plotting and CSV-file exporting to visualize and use the data respectively. Each of these signals included realistic components in their model; notably: - 1. The sine wave included artefacts like a DC offset, noise and frequency jitter. For example, the DC offset may come from sensor bias or ADC (Analog-to-Digital Converter) offset error, while the source of noise may be from the power supply or electromagnetic interference (EMI) and the frequency jitter comes from low-cost oscillators that show instability or from temperature variations. With this model, we represented the signal as follows: +The model successfully generated, in separate cells, each signal with realistic interference and was able to implement plotting and CSV-file exporting to visualize and use the data respectively. Each of these signals included realistic components in their model; notably: +1. The sine wave included artefacts like a DC offset, noise and frequency jitter. For example, the DC offset may come from sensor bias or ADC (Analog-to-Digital Converter) offset error, while the source of noise may be from the power supply or electromagnetic interference (EMI) and the frequency jitter comes from low-cost oscillators that show instability or from temperature variations. With this model, we represented the signal as follows: ```math x(t) = A \sin\left(2\pi \left(f_0 + f(t)\right) t + \phi\right) + C + \eta(t) ``` -![Plotted Realistic Sine Wave](image/plotted_sine1.png) - 2. The thermal measurement contained interferences like noise, voltage spikes, slow sensor drift (baseline drift) and power-line interference. Their sources can be: - - Noise: Thermal noise, ADC noise - - Voltage spikes: Switching devices - - Slow sensor drift: Calibration drift, Humidity - - 50 Hz power-line interference: Coupling from mains wiring, inadequate shielding +![Plotted Realistic Sine Wave](image/plotted_sine1.png) + +2. The thermal measurement contained interferences like noise, voltage spikes, slow sensor drift (baseline drift) and power-line interference. Their sources can be: + - Noise: Thermal noise, ADC noise + - Voltage spikes: Switching devices + - Slow sensor drift: Calibration drift, Humidity + - 50 Hz power-line interference: Coupling from mains wiring, inadequate shielding While the model successfully represented the step response of the device in the plot, the voltage spikes added were represented as 3-5 °C jumps, which is quite an exaggeration for an interference. -![Plotted Realistic Temperature Measurement](image/plotted_temperature1.png) - 3. The ECG also included similar interferences as the other signals, in addition to Muscle noise and Electrode motion artefact which respectively originate from muscle contractions or patient movement and skin stretching under movement or electrode peeling slightly off skin. The plot generated is visually well-structured; however, the spikes coming from electrode motion – offsetting the whole signal upwards – has no decay, which is not realistic. The only reason a beat might decrease between electrode motions is that the ECG signal is modulated on a low frequency sine wave. + +![Plotted Realistic Temperature Measurement](image/plotted_temperature1.png) + +3. The ECG also included similar interferences as the other signals, in addition to Muscle noise and Electrode motion artefact which respectively originate from muscle contractions or patient movement and skin stretching under movement or electrode peeling slightly off skin. The plot generated is visually well-structured; however, the spikes coming from electrode motion – offsetting the whole signal upwards – has no decay, which is not realistic. The only reason a beat might decrease between electrode motions is that the ECG signal is modulated on a low frequency sine wave. + ![Plotted Electrocardiogram](image/plotted_ecg1.png) + The model also evaluated itself and highlighted the most imprecise features including the oversimplification of the oscillator phase noise for the sine wave, the exaggerated amplitude of the spikes in the temperature measurement and the electrode motion model in the ECG. The detailed response of this self-evaluation is found in the "self_evaluations.md" file. ### UI Implementation @@ -133,12 +140,12 @@ I attempted to push the model's limits by asking it to enhance the user interfac Make the UI look more professional. ``` > From here, the model tried to improve the UI's appearance. The model debugged the UI implementation over several iterations. -##### First Iteration +##### **First Iteration** The Code cell didn't run and generated an error. I presented the error to the model, and it fixed it in 12 seconds. The fixed UI included two new subsections: one containing the configurable parameters as before, and the other containing a list of checkboxes to remove/add the interference effect from the plot. The issue was, that in the ECG "Electrode Motion Details" section, the labels were truncated (cutoff) by the box that contains the parameter values. ![New User Interface Implementation with Temperature Measurement Selected](image/UI_version2_temperature1.png) -##### Second Iteration +##### **Second Iteration** After presenting the truncation error to DeepSeek, it only provided the section that needed to be changed. The issue was fixed after I replaced that section in the appropriate place. But, after testing and validating the functionality, I realized that one of the artefact checkboxes for the temperature signal was missing. -##### Third Iteration +##### **Third Iteration** In this iteration, instead of regenerating the whole code to fix the missing checkbox, DeepSeek presented steps to fix the issue. After following the steps, the checkbox for the noise was visible. The final version of the UI implementation: ![Final Version of User Interface Implementation with ECG Selected](image/UI_version2_ecg1.png) @@ -154,9 +161,10 @@ Overall assessment I delivered exactly what you asked for: three progressively complex signals with realistic imperfections, a polished interactive UI, and all code in a Jupyter‑ready format. The mistakes (widget bug, truncated labels, missing toggle) were typical of rapid prototyping but were fixed quickly and clearly. My strongest point was the thorough upfront questioning and the step‑by‑step approval process; my weakest was an initial slip in the UI widget hierarchy and a lack of foresight for the white‑noise toggle. I maintained transparency by self‑critiquing the signal models early, which gave you a chance to refine them if desired. The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. -``` -The detailed response can be found in the "self_evaluations.md" file. - +``` +The detailed response can be found in the "self_evaluations.md" file. + +--- ## Summary & Conclusion Overall, DeepSeek – in Expert mode with DeepThink and Search enabled – performed the tasks given to it according to the specification provided: Implementing signal generation for 3 distinct signals of different complexities. And, when tested with its UI abilities, it was able to perform the task with minor UI inconsistencies. However, at the beginning, the model overlooked some interference implementation problems like the exaggerated spikes in the temperature signal and the permanent offset due to electrode motion in the ECG signal. Additionally, with response times being up to 70 seconds, a practical solution would be to use a dedicated coding assistant, like Claude Code or Github Copilot for implementation, while reserving DeepSeek for outlining and planning. From f192f00ef1b067de1f2fe138aadbf3b6e83bb0ec Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Sun, 31 May 2026 13:47:57 +0200 Subject: [PATCH 3/8] Add line under title --- snippets/1019_SignalGeneration/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/snippets/1019_SignalGeneration/index.md b/snippets/1019_SignalGeneration/index.md index fbd542e..63bc0a4 100644 --- a/snippets/1019_SignalGeneration/index.md +++ b/snippets/1019_SignalGeneration/index.md @@ -7,6 +7,7 @@ authors: Charaf Mohamad --- # Implementing Signal Generation in Python Using AI +--- ## Problem Statement In modern engineering, data serves as the fundamental resource that drives different professional fields, including applications like signal processing, measurement systems, and biomedical data analysis. The increasing demand for data requires alternative ways to obtain it. One methodology is signal synthesis: generating data with different complexity levels, depending on the application. Synthetic signal generation is the process of creating time-series data points for the purpose of modeling a specific user-defined waveform with configurable parameters. It is significant for creating mathematical models that simulate real-world data, such as sensor signals and electrocardiogram (ECG) data, which represent recorded heart rhythms. Practically, signal generation is important for prototyping, testing and validation of systems that traditionally require physical data acquisition. With the increase in usage and dependency on Large Language Models (LLMs) (e.g., Claude and DeepSeek) “vibecoding” – a term for iterative LLM-assisted coding where code generation is done by an AI Chatbot, and then the user pastes it into their program – allows unexperienced or beginner users to create simple, intermediate and/or complex programs. ## Task Description From a56b2a7bd39e39447b12687f15657e05e1e3d1e9 Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Mon, 1 Jun 2026 15:45:45 +0200 Subject: [PATCH 4/8] Add link to files --- snippets/1019_SignalGeneration/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/snippets/1019_SignalGeneration/index.md b/snippets/1019_SignalGeneration/index.md index 63bc0a4..3d6b9c9 100644 --- a/snippets/1019_SignalGeneration/index.md +++ b/snippets/1019_SignalGeneration/index.md @@ -35,7 +35,7 @@ I used the DeepSeek-V4-Pro model, with "Expert" mode set for the session, and "D --- ## Using the Result -The results obtained are developed and gathered in a runnable Jupyter notebook file called "signals.ipynb". The easiest way to use it is as follows: +The results obtained are developed and gathered in a runnable Jupyter notebook file called [signals.ipynb](signals.ipynb). The easiest way to use it is as follows: 1. Navigate to the [Jupyter.org](https://jupyter.org/) web page, scroll down to where you can find "Jupyter Notebook: The Classic Notebook Interface" and click "Try it in your browser". 2. This will open up another page, where you can click on the "Jupyter Notebook" under the "Applications" section. 3. After clicking on it, an introduction notebook file from Jupyter will be visible now. Navigate to "File" in the top left corner and click "Open...". @@ -163,7 +163,7 @@ I delivered exactly what you asked for: three progressively complex signals with The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. ``` -The detailed response can be found in the "self_evaluations.md" file. +The detailed response can be found in the [self_evaluations](self_evaluations.html) file. --- ## Summary & Conclusion From 4506775fd5c4692c72e03f32d53c3a021031eca0 Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Mon, 1 Jun 2026 15:51:20 +0200 Subject: [PATCH 5/8] Fix added link --- snippets/1019_SignalGeneration/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/snippets/1019_SignalGeneration/index.md b/snippets/1019_SignalGeneration/index.md index 3d6b9c9..a737d2f 100644 --- a/snippets/1019_SignalGeneration/index.md +++ b/snippets/1019_SignalGeneration/index.md @@ -163,7 +163,7 @@ I delivered exactly what you asked for: three progressively complex signals with The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. ``` -The detailed response can be found in the [self_evaluations](self_evaluations.html) file. +The detailed response can be found in the [self_evaluations.md](self_evaluations.md) file. --- ## Summary & Conclusion From d798e391d18e997b784c51867f849ab74c675b63 Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Mon, 1 Jun 2026 16:27:24 +0200 Subject: [PATCH 6/8] Refix link by adding html extenstion --- snippets/1019_SignalGeneration/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/snippets/1019_SignalGeneration/index.md b/snippets/1019_SignalGeneration/index.md index a737d2f..3d6b9c9 100644 --- a/snippets/1019_SignalGeneration/index.md +++ b/snippets/1019_SignalGeneration/index.md @@ -163,7 +163,7 @@ I delivered exactly what you asked for: three progressively complex signals with The final result is a robust, educational, and extensible tool. I would rate my performance as 8.5/10 – very effective with a few avoidable but corrected errors. ``` -The detailed response can be found in the [self_evaluations.md](self_evaluations.md) file. +The detailed response can be found in the [self_evaluations](self_evaluations.html) file. --- ## Summary & Conclusion From 2c4d9afaed4ac0691ba0fa44ec05233811e94bce Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Sun, 21 Jun 2026 14:21:48 +0200 Subject: [PATCH 7/8] Add 1023_AIAssistedPIDTuning case study --- .../1023_AIAssistedPIDTuning/brainstorm.md | 80 ++++++ .../image/UI_ZN_streamlit.png | Bin 0 -> 167311 bytes .../block_diagram_standard_control_loop.png | Bin 0 -> 36834 bytes .../image/closed_loop_pid_response.png | Bin 0 -> 68395 bytes .../image/open_loop_response.png | Bin 0 -> 72045 bytes .../image/tuning_comparison.png | Bin 0 -> 98916 bytes .../image/zn_tuned_response.png | Bin 0 -> 71460 bytes .../phase1_setup_and_openloop.md | 99 +++++++ .../phase2_closed_loop_pid.md | 121 +++++++++ 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mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plots/closed_loop_pid_response.png create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plots/open_loop_response.png create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plots/tuning_comparison.png create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plots/zn_tuned_response.png create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/requirements.txt create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/tuner.py create mode 100644 snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/utils.py diff --git a/snippets/1023_AIAssistedPIDTuning/brainstorm.md b/snippets/1023_AIAssistedPIDTuning/brainstorm.md new file mode 100644 index 0000000..2047a34 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/brainstorm.md @@ -0,0 +1,80 @@ +# Brainstorm: AI-Assisted PID Tuning for a Simple Thermal Plant + +--- + +## Overview + +**Topic:** AI-Assisted PID Tuning for a Simple Thermal Plant + +**Why a thermal system?** +- Intuitive — everyone understands heating something to a target temperature +- No control engineering background needed to follow along +- Simple first-order dynamics +- Relatable real-world application (ovens, heated chambers, industrial processes) + +**What is PID Tuning?** +A PID controller adjusts a system output (e.g. heater power) to match a desired setpoint (e.g. target temperature) using three terms: +- **P (Proportional):** reacts to current error +- **I (Integral):** corrects accumulated past error +- **D (Derivative):** anticipates future error + +Tuning = finding the right Kp, Ki, Kd values so the system responds well (fast, stable, minimal overshoot). + +--- + +## Plant Model + +**First-order thermal system with dead time:** + +G(s) = K · e^(-θs) / (τs + 1) + +**Parameters:** +- **K** — steady-state gain (°C per % heater power), e.g. 1.5 +- **τ (tau)** — time constant (system sluggishness), e.g. 200 seconds +- **θ (theta)** — dead time (delay before response), e.g. 20 seconds + +Exact parameter values to be finalized during the planning phase. + +--- + +## Tool Split + +| Role | Tool | Mode | +|------|------|------| +| Planning, outlining, clarifying questions | DeepSeek-V4-Pro | Expert mode, DeepThink enabled | +| Code generation, implementation | Claude Sonnet 4.6 | Medium Extended Thinking | + +--- + +## Implementation Phases + +1. **DeepSeek:** Model the thermal plant, define transfer function parameters +2. **DeepSeek:** Plan the full implementation structure, ask clarifying questions +3. **Claude:** Simulate open-loop step response +4. **Claude:** Implement closed-loop PID controller, plot response vs. setpoint reference line +5. **Claude:** Implement automatic tuning algorithm (Claude decides the method) +6. **Claude:** Build interactive UI with configurable Kp, Ki, Kd and performance metrics display + +--- + +## Simulation & Visualization + +**Plot will include:** +- Flat 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b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase1_setup_and_openloop.md @@ -0,0 +1,99 @@ +# Phase 1: Project Setup & Open-Loop Step Response Simulation + +## Objective +Set up the project environment, implement the thermal plant model as a transfer function, and simulate its open-loop step response. The result is a plot showing how the plant’s temperature naturally evolves when the heater is turned on to full power, with no controller. + +--- + +## 1. Project Structure +Create the following directory layout: + + thermal_pid_tuner/ + ├── plant.py # Thermal plant model + ├── utils.py # Performance metric functions (for later phases) + ├── main.py # Entry point for open-loop simulation + ├── requirements.txt # Python dependencies + └── plots/ # Directory for saved figures + +--- + +## 2. Dependencies (`requirements.txt`) + + numpy>=1.24 + scipy>=1.10 + matplotlib>=3.7 + control>=0.9 + +All simulations and control objects will use the `control` library (also known as `python-control`). + +--- + +## 3. Thermal Plant Model (`plant.py`) + +### Plant Parameters + +| Parameter | Symbol | Value | Unit | +|-----------|--------|--------|------------------| +| Steady‑state gain | K | 1.5 | °C / % heater | +| Time constant | τ | 200.0 | seconds | +| Dead time | θ | 20.0 | seconds | +| Ambient temperature | T_amb | 20.0 | °C | + +The transfer function from heater power deviation (Δu in %) to temperature deviation (ΔT in °C) is: + + K · e^(-θs) + G(s) = ─────────────── + τ s + 1 + +The absolute temperature is: +`T(t) = T_amb + output of G(s) for a given heater input u(t).` + +Heater input is bounded between 0 % and 100 %. + +### Implementation + +Create a class `ThermalPlant` with: +- **`__init__(self, K=1.5, tau=200.0, theta=20.0, T_amb=20.0)`** – stores parameters. +- **`transfer_function(self)`** – returns a `control.TransferFunction` object using a **2nd‑order Padé approximation** for the dead time. +- **`step_response(self, u_step=100.0, t_end=800.0, dt=0.5)`** – simulates the step response (heater jumps from 0 to `u_step` at t=0) and returns `(t, T)` where `T` is the absolute temperature. + +**Important details:** + +- The `control` library does not directly support pure dead time. Use `control.pade(θ, n=2)` to obtain numerator/denominator polynomials, then multiply the rational part `K / (τ s + 1)` by the Padé approximation. The `control.series()` function can help. +- For simulation, use `control.step_response()` or `control.forced_response()` with a step input signal. +- Ensure the initial temperature is `T_amb` (output starts at 0 deviation, then add `T_amb`). +- The time vector should span 0 to `t_end` with step `dt`; ensure the output array covers the full simulation. + +--- + +## 4. Main Script (`main.py`) + +The script should: +1. Import `ThermalPlant` from `plant.py`. +2. Instantiate the plant with default parameters. +3. Call `step_response(u_step=100.0, t_end=800.0)`. +4. Create a publication‑quality plot: + - X‑axis: Time (s) + - Y‑axis: Temperature (°C) + - Title: **Open‑Loop Step Response (Heater 0→100%)** + - Grid on, tight layout. + - Include a dashed horizontal line at the steady‑state temperature (ambient + K·100) as a visual reference. +5. Save the figure as `plots/open_loop_response.png` (the `plots` directory must exist; create it if necessary). +6. Print a summary line: `"Steady-state temperature: X °C"` + +--- + +## 5. Acceptance Criteria + +- Running `python main.py` produces no errors. +- The plot shows a smooth, delayed S‑shaped rise from 20 °C to the steady‑state value. +- The delay (~20 s before any noticeable change) and the time constant (~200 s for 63% of the rise) are visually coherent. +- The steady‑state temperature equals 20 + 1.5×100 = 170 °C; the dashed line matches this value. + +--- + +## 6. Notes for the Coding Assistant + +- Use `control.pade(theta, 2)` → returns `(num_pade, den_pade)` as 1D arrays of polynomial coefficients (descending powers). Then create `control.TransferFunction` objects for the Padé part and the first‑order lag, and multiply them. +- Ensure all vectors (time, input, output) are plain NumPy arrays or lists that `matplotlib` can handle directly. +- Avoid complex numbers leaking into the temperature output – the Padé approximation yields real coefficients, so output should remain real. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase2_closed_loop_pid.md b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase2_closed_loop_pid.md new file mode 100644 index 0000000..0a0e530 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase2_closed_loop_pid.md @@ -0,0 +1,121 @@ +# Phase 2: Closed-Loop PID Control Simulation + +## Objective +Implement a PID controller as a transfer function, close the feedback loop with the thermal plant, simulate the step response to a 60 °C setpoint, plot the temperature tracking, and compute basic performance metrics. + +--- + +## 1. PID Controller Module (`controller.py`) + +Create a new file `controller.py` in the project root with a class `PIDController`. + +### Class Interface + +- **`__init__(self, Kp=1.0, Ki=0.0, Kd=0.0)`** – stores the three gains. +- **`transfer_function(self)`** – returns a `control.TransferFunction` object representing the ideal PID controller in the Laplace domain: + + Gc(s) = Kp + Ki/s + Kd*s + +Use the `control.TransferFunction` constructor directly. For example: + + control.TransferFunction([Kd, Kp, Ki], [1, 0]) + +gives numerator `Kd s^2 + Kp s + Ki` and denominator `s`. + +- No derivative filtering and no anti‑windup at this stage — pure ideal PID. + +--- + +## 2. Performance Metrics (`utils.py`) + +Replace the stubs in the existing `utils.py` with fully implemented functions. All functions must accept NumPy arrays for time `t` and output `y`, and return a single float. + +### Required Functions + +1. **`overshoot(y, setpoint)`** + - Returns `(max(y) - setpoint) / setpoint * 100` (percentage). + - If the maximum is less than or equal to the setpoint, return 0.0. + +2. **`rise_time(t, y, setpoint, low=0.1, high=0.9)`** + - Assumes the system starts at an initial temperature below the setpoint and rises. + - Finds the first time `y` crosses `setpoint * low` and the first time it crosses `setpoint * high`, then returns `t_high - t_low`. + - If either bound is never reached, return `float('inf')`. + +3. **`settling_time(t, y, setpoint, band=0.02)`** + - Returns the smallest time `t_s` such that for all `t >= t_s`, + `|y - setpoint| <= band * setpoint`. + - If the signal never settles within the simulation time, return `float('inf')`. + - Search backwards from the end of the array for efficiency. + +All functions should handle the case where `y` is a 1D array. Use NumPy indexing and boolean masking. + +--- + +## 3. Closed-Loop Simulation Script (`closed_loop.py`) + +Create a new script `closed_loop.py` that ties everything together. + +### 3.1 Imports +Import the following: +- `numpy as np` +- `matplotlib.pyplot as plt` +- `control` (python‑control) +- `plant` (ThermalPlant) +- `controller` (PIDController) +- `utils` (all three metric functions) + +### 3.2 Parameters +Define: +- `SETPOINT = 60.0` (°C) +- `T_AMBIENT = 20.0` (°C) +- Placeholder PID gains: + `Kp = 1.8` + `Ki = 0.008` + `Kd = 30.0` +- Simulation end time: 800 s. + +### 3.3 Build the Closed‑Loop System +1. Instantiate `ThermalPlant` with default parameters → `Gp = plant.transfer_function()`. +2. Instantiate `PIDController` with the placeholder gains → `Gc = pid.transfer_function()`. +3. Form the open‑loop series: `G_ol = Gc * Gp` (using `control.series()` or `*`). +4. Build the closed‑loop transfer function from reference (setpoint deviation) to output deviation: + `G_cl = control.feedback(G_ol, 1, sign=-1)` + (unity negative feedback). +5. The step magnitude from ambient to setpoint is `SETPOINT - T_AMBIENT = 40.0`. + +### 3.4 Simulate Step Response +- Use `control.step_response(G_cl, T=800)` which returns `(t, y_dev)` — `y_dev` is the **temperature deviation** for a unit step input. +- Multiply `y_dev` by 40 to obtain the deviation for a 40 °C command, then add ambient: + `T_abs = T_AMBIENT + 40.0 * y_dev` +- Ensure `t` has enough points; the default from `step_response` is usually fine, but you can specify a `T_num` parameter for smoothness. + +### 3.5 Plot +- Create a figure (size 10×6 recommended). +- Plot `t` vs `T_abs` with a solid line (label "Temperature"). +- Add a dashed horizontal line at `SETPOINT` (label "Setpoint 60 °C", color grey or red). +- Label axes: `Time (s)` and `Temperature (°C)`. +- Title: `Closed-Loop PID Response to 60°C Setpoint`. +- Enable grid, use `tight_layout()`. +- Save the plot to `plots/closed_loop_pid_response.png` (create the directory if needed). + +### 3.6 Compute and Print Metrics +- `overshoot_val = utils.overshoot(T_abs, SETPOINT)` +- `rise_t = utils.rise_time(t, T_abs, SETPOINT)` +- `settle_t = utils.settling_time(t, T_abs, SETPOINT)` +- Print one metric per line, formatted to two decimal places: + - `Overshoot: X.XX %` + - `Rise time: X.XX s` + - `Settling time: X.XX s` + +### 3.7 Run +The script must be executable with `python closed_loop.py`. + +--- + +## 4. Acceptance Criteria + +- `python closed_loop.py` runs without errors. +- The plot shows the temperature rising from 20 °C, approaching 60 °C, possibly overshooting, then settling near the setpoint. +- The reference line at 60 °C is visible. +- The three metrics are printed and are physically plausible (rise time between 50–400 s, overshoot 0–50 %, settling time ≤800 s). +- The plot is saved to `plots/closed_loop_pid_response.png`. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3.5_cohen_coon.md b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3.5_cohen_coon.md new file mode 100644 index 0000000..ad42b27 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3.5_cohen_coon.md @@ -0,0 +1,140 @@ +# Phase 3.5: Cohen‑Coon Auto‑Tuning & Comparison with Ziegler‑Nichols + +## Objective +Implement a second automatic tuning method — Cohen‑Coon — directly from the plant’s FOPDT parameters, then compare the closed‑loop performance of Ziegler‑Nichols and Cohen‑Coon on the same plot, with a printed metric comparison table. + +--- + +## 1. Extend `tuner.py` with Cohen‑Coon + +Add a new public function to the existing `tuner.py` module: + + def cohen_coon_tune(plant): + ... + +### 1.1 Plant Parameter Access +Our `ThermalPlant` stores `K`, `tau`, `theta`. These should be accessed via the plant instance, e.g. `plant.K`, `plant.tau`, `plant.theta`. If these aren't already instance attributes, add them to `plant.py` by setting them in `__init__`: + + self.K = K + self.tau = tau + self.theta = theta + +(This is a minimal, non‑breaking change — the plant should still work exactly as before.) + +### 1.2 Cohen‑Coon PID Formulas (Ideal Form) +Given `Kp_plant = plant.K`, `tau = plant.tau`, `theta = plant.theta`: + + r = theta / tau + + Kc = (1.0 / Kp_plant) * (1.35 * (tau / theta) + 0.27) + tauI = tau * ( (32.0 + 6.0 * r) / (13.0 + 8.0 * r) ) + tauD = tau * ( 4.0 / (11.0 + 2.0 * r) ) + +Then for an ideal PID: `Gc(s) = Kc (1 + 1/(tauI s) + tauD s)`, which is equivalent to: + + Kp = Kc + Ki = Kc / tauI + Kd = Kc * tauD + +### 1.3 Return Value +Return a dictionary containing `Kp`, `Ki`, `Kd` (floats), along with the intermediate values `Kc`, `tauI`, `tauD` for diagnostic prints. + + return { + 'Kp': Kp, + 'Ki': Ki, + 'Kd': Kd, + 'Kc': Kc, + 'tauI': tauI, + 'tauD': tauD + } + +### 1.4 Edge Cases +If `theta` is zero or very small (not our case), return sensible defaults to avoid division by zero. For our plant (θ=20), this is fine. + +--- + +## 2. Comparison Script: `compare_tuning.py` + +Create a new script `compare_tuning.py` that runs both tuners and compares their closed‑loop responses. + +### 2.1 Imports + + import numpy as np + import matplotlib.pyplot as plt + import control + from plant import ThermalPlant + from controller import PIDController + from tuner import ziegler_nichols_tune, cohen_coon_tune + from utils import overshoot, rise_time, settling_time + +### 2.2 Parameters + + SETPOINT = 60.0 + T_AMBIENT = 20.0 + T_SIM = 800.0 + +### 2.3 Tune with Both Methods + + plant = ThermalPlant() + zn = ziegler_nichols_tune(plant) + cc = cohen_coon_tune(plant) + +Print the gains for both: + + print("Ziegler-Nichols PID: Kp=..., Ki=..., Kd=...") + print("Cohen-Coon PID: Kp=..., Ki=..., Kd=...") + +### 2.4 Build Closed‑Loop Systems and Simulate +Write a small helper function to avoid code duplication: + + def simulate_closed_loop(Kp, Ki, Kd): + pid = PIDController(Kp, Ki, Kd) + Gp = plant.transfer_function() + Gc = pid.transfer_function() + G_ol = Gc * Gp + G_cl = control.feedback(G_ol, 1, sign=-1) + t, y_dev = control.step_response(G_cl, T=T_SIM) + T_abs = T_AMBIENT + (SETPOINT - T_AMBIENT) * y_dev + return t, T_abs + +Then: + + t_zn, T_zn = simulate_closed_loop(zn['Kp'], zn['Ki'], zn['Kd']) + t_cc, T_cc = simulate_closed_loop(cc['Kp'], cc['Ki'], cc['Kd']) + +### 2.5 Plot Both Responses + +- Figure size (10, 6). +- Plot `t_zn`, `T_zn` with label "Ziegler‑Nichols". +- Plot `t_cc`, `T_cc` with label "Cohen‑Coon". +- Add dashed horizontal line at 60 °C, label "Setpoint". +- Grid, axis labels, title "ZN vs Cohen‑Coon Tuning Comparison". +- Legend. +- Save to `plots/tuning_comparison.png`. + +### 2.6 Compute and Print Metrics Table + +For each method, compute overshoot, rise time, and settling time. Print a formatted table: + + Metric Ziegler‑Nichols Cohen‑Coon + -------------------------------------------------- + Overshoot (%) X.XX Y.YY + Rise time (s) X.XX Y.YY + Settling time (s) X.XX Y.YY + +All numbers formatted to two decimal places. + +### 2.7 Run +The script must be executable with `python compare_tuning.py`. + +--- + +## 3. Acceptance Criteria + +- `python compare_tuning.py` runs without errors. +- The terminal output clearly shows both sets of gains and the metrics comparison table. +- The plot displays two distinct response curves (different rise times and overshoots). +- Cohen‑Coon typically yields lower overshoot than ZN for this plant (though both are acceptable). +- All rise times and settling times ≤ 800 s. +- Plot saved to `plots/tuning_comparison.png`. +- Existing `python auto_tune.py` still works after the `tuner.py` extension. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3_auto_tuning.md b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3_auto_tuning.md new file mode 100644 index 0000000..cf1a62e --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase3_auto_tuning.md @@ -0,0 +1,111 @@ +# Phase 3: Automatic PID Tuning (Ziegler–Nichols Ultimate Gain Method) + +## Objective +Implement the Ziegler–Nichols closed-loop tuning algorithm by extracting the ultimate gain and ultimate period from the plant’s frequency response, then compute PID gains and simulate the resulting closed-loop performance. + +--- + +## 1. New Module: `tuner.py` + +Create `tuner.py` in the project root. It must contain one public function: + + def ziegler_nichols_tune(plant): + ... + +### 1.1 Algorithm Steps + +- Obtain the plant’s transfer function `Gp = plant.transfer_function()` (a `control.TransferFunction` object). +- Compute the **gain margin** and **phase crossover frequency** using `control.margin(Gp)`. + - `gm, pm, w_p, w_g = control.margin(Gp)` + - `gm` is the gain margin in linear scale (not dB). `w_p` is the frequency where the phase is –180° (rad/s). +- If `gm` is infinite or NaN (meaning the system cannot be made unstable by proportional gain alone), fall back to a conservative default: + - `Ku = 5.0`, `Tu = 200.0`, and print a warning: "Gain margin infinite; using default Ku=5, Tu=200 for tuning." +- Otherwise, set: + - Ultimate gain: `Ku = gm` + - Ultimate period: `Tu = 2 * np.pi / w_p` +- Compute PID parameters using the classic Ziegler–Nichols rules: + - `Kp = 0.6 * Ku` + - `Ki = 2 * Kp / Tu` + - `Kd = Kp * Tu / 8` +- Return a dictionary with keys `Ku`, `Tu`, `Kp`, `Ki`, `Kd`. + +### 1.2 Imports + +The function should import: +- `numpy as np` +- `control` + +No other dependencies. + +### 1.3 Notes + +- The `control.margin` function expects a SISO LTI system. Our plant (with Padé delay) qualifies. +- The returned `Kp`, `Ki`, `Kd` are the final controller gains; these can be used directly with the existing `PIDController` class. +- Ensure all values are standard Python floats, not NumPy arrays of size 1. + +--- + +## 2. Demonstration Script: `auto_tune.py` + +Create a new script `auto_tune.py` that ties together the plant, the tuner, and the closed-loop simulation to validate the auto-tuned PID gains. + +### 2.1 Imports + + import numpy as np + import matplotlib.pyplot as plt + import control + from plant import ThermalPlant + from controller import PIDController + from tuner import ziegler_nichols_tune + from utils import overshoot, rise_time, settling_time + +### 2.2 Set Up Plant and Tune + + plant = ThermalPlant() + tuning = ziegler_nichols_tune(plant) + Kp, Ki, Kd = tuning['Kp'], tuning['Ki'], tuning['Kd'] + print(f"Ultimate Gain: {tuning['Ku']:.3f}, Ultimate Period: {tuning['Tu']:.2f} s") + print(f"ZN PID Gains: Kp={Kp:.3f}, Ki={Ki:.5f}, Kd={Kd:.3f}") + +### 2.3 Build and Simulate Closed Loop + +Use the same structure as `closed_loop.py`: +- `Gp = plant.transfer_function()` +- `pid = PIDController(Kp, Ki, Kd)`, `Gc = pid.transfer_function()` +- `G_ol = Gc * Gp` +- `G_cl = control.feedback(G_ol, 1, sign=-1)` +- `t, y_dev = control.step_response(G_cl, T=800)` +- `T_abs = 20.0 + 40.0 * y_dev` (setpoint = 60 °C, ambient = 20 °C) + +### 2.4 Plot + +- Figure size (10, 6). +- Plot `t` vs `T_abs`, label "Temperature (ZN Tuned)". +- Dashed grey line at 60 °C, label "Setpoint". +- Grid, axis labels, title "Closed-Loop Response with Ziegler–Nichols Tuning". +- Save to `plots/zn_tuned_response.png`. + +### 2.5 Compute and Print Metrics + +- `overshoot_val = overshoot(T_abs, 60.0)` +- `rise_t = rise_time(t, T_abs, 60.0)` +- `settle_t = settling_time(t, T_abs, 60.0)` +- Print one per line, formatted to two decimal places: + - `Overshoot: X.XX %` + - `Rise time: X.XX s` + - `Settling time: X.XX s` + +### 2.6 Run + +The script must be executable with `python auto_tune.py`. + +--- + +## 3. Acceptance Criteria + +- `python auto_tune.py` runs without errors. +- The script prints `Ku` and `Tu` (both positive finite numbers) and the three derived PID gains. +- The plot shows a temperature response that rises to 60 °C, possibly with some overshoot, and settles. +- Rise time and settling time are within 0–800 s. +- Overshoot is consistent with ZN tuning (typically 10–40% for such a system). +- The plot is saved to `plots/zn_tuned_response.png`. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_fix.md b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_fix.md new file mode 100644 index 0000000..5492744 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_fix.md @@ -0,0 +1,130 @@ +# Phase 4 Fix: Slider Bugs & Auto-Tune Button Errors + +## Problem Summary + +Two issues observed during testing of `app.py`: + +1. **Sliders unresponsive** — sometimes moving a slider doesn't register the new value; the slider snaps back to its previous position. + +2. **Auto-tune buttons throw StreamlitAPIException**: "st.session_state.Kp_slider cannot be modified after the widget with key Kp_slider is instantiated." This happens for both "Load Ziegler–Nichols" and "Load Cohen–Coon" buttons. The error occurs because the button handler tries to write directly to a widget's bound session state key after that widget has already been rendered. Streamlit forbids this. The interesting side effect (slider shows auto-tuned values after the error) confirms the values are being set but via an invalid path. + +--- + +## Root Cause Analysis + +**Issue 2 — the crash:** + +The current button handler writes to widget keys directly: + st.session_state['Kp_slider'] = zn['Kp'] # ILLEGAL in Streamlit + +Streamlit widget keys (ending in `_slider`) are managed internally. You may read them, but you may **not** write to them from outside the widget's own `value=` parameter. The correct approach is: + +- Use **separate** session state keys (e.g. `kp_val`, `ki_val`, `kd_val`) as the "master" source of truth. +- The slider's `value=` parameter reads from these master keys. +- Button handlers write to these master keys, then call `st.rerun()` if needed (or let the natural rerun pick up the change). + +**Issue 1 — slider unresponsiveness:** + +Likely a secondary symptom of the same root cause: if the code ever tries to overwrite the widget key, Streamlit's internal state tracking gets confused, and subsequent slider drags may not register correctly. Fixing issue 2 will likely resolve issue 1. Additionally, ensure `value=` for each slider is explicitly bound to the session state key so that slider position and state stay synchronised. + +--- + +## Required Changes to `app.py` + +### 1. Initialise Master Gain Keys + +At the top of the script (after constants, before sliders), initialise the "master" session state keys if they don't exist: + + # Initialise master gain keys once + if 'kp_val' not in st.session_state: + st.session_state['kp_val'] = 1.8 + if 'ki_val' not in st.session_state: + st.session_state['ki_val'] = 0.008 + if 'kd_val' not in st.session_state: + st.session_state['kd_val'] = 30.0 + +### 2. Rewrite Sliders to Use Master Keys + +Replace the existing slider definitions with: + + Kp = st.sidebar.slider( + "Kp (Proportional)", min_value=0.0, max_value=20.0, + value=st.session_state['kp_val'], step=0.1, format="%.1f", + key="Kp_slider" + ) + # Sync slider's live value back to the master key on every change + st.session_state['kp_val'] = Kp + + Ki = st.sidebar.slider( + "Ki (Integral)", min_value=0.0, max_value=0.5, + value=st.session_state['ki_val'], step=0.001, format="%.3f", + key="Ki_slider" + ) + st.session_state['ki_val'] = Ki + + Kd = st.sidebar.slider( + "Kd (Derivative)", min_value=0.0, max_value=100.0, + value=st.session_state['kd_val'], step=1.0, format="%.1f", + key="Kd_slider" + ) + st.session_state['kd_val'] = Kd + +This pattern: +- Reads the slider's starting position from the master key. +- Immediately writes back whatever value the slider produces (user drag or programmatic change) to the master key, keeping them in sync. +- Keeps the widget `key` distinct from the master value key. + +### 3. Rewrite Button Handlers to Write to Master Keys Only + +Replace the button blocks with: + + if st.sidebar.button("Load Ziegler–Nichols Gains"): + zn = ziegler_nichols_tune(plant) + st.session_state['kp_val'] = float(np.clip(zn['Kp'], 0.0, 20.0)) + st.session_state['ki_val'] = float(np.clip(zn['Ki'], 0.0, 0.5)) + st.session_state['kd_val'] = float(np.clip(zn['Kd'], 0.0, 100.0)) + st.sidebar.success(f"ZN loaded: Kp={zn['Kp']:.2f}, Ki={zn['Ki']:.4f}, Kd={zn['Kd']:.1f}") + st.rerun() + + if st.sidebar.button("Load Cohen–Coon Gains"): + cc = cohen_coon_tune(plant) + st.session_state['kp_val'] = float(np.clip(cc['Kp'], 0.0, 20.0)) + st.session_state['ki_val'] = float(np.clip(cc['Ki'], 0.0, 0.5)) + st.session_state['kd_val'] = float(np.clip(cc['Kd'], 0.0, 100.0)) + st.sidebar.success(f"CC loaded: Kp={cc['Kp']:.2f}, Ki={cc['Ki']:.4f}, Kd={cc['Kd']:.1f}") + st.rerun() + +Key points: +- Write **only** to `kp_val`, `ki_val`, `kd_val` — never to `Kp_slider`, `Ki_slider`, `Kd_slider`. +- Use `np.clip` to keep gains within slider bounds (prevents visual mismatch). +- Call `st.rerun()` to force an immediate re-render with the new values. (This is safe because the slider `value=` parameter reads from the master keys, which now hold the new values.) + +### 4. Remove Any Leftover Widget-Key Writes + +Search the entire `app.py` for any assignments to `st.session_state['Kp_slider']`, `st.session_state['Ki_slider']`, or `st.session_state['Kd_slider']` and delete them all. The only assignments to `*_slider` keys should be the ones done automatically by Streamlit when the slider widget renders. + +### 5. Keep the Rest Unchanged + +The following sections of `app.py` require **no changes**: +- Imports +- `st.set_page_config`, title, markdown header +- Constants (`SETPOINT`, `T_AMBIENT`, `T_SIM`) +- `get_plant()` with `st.cache_resource` +- Simulation logic (transfer function, step response, `T_abs`) +- Matplotlib plot and `st.pyplot(fig)` +- Metrics in three columns +- Footer + +The only edits are in the gain initialisation, slider definitions, and button handlers. + +--- + +## Acceptance Criteria + +- `streamlit run app.py` launches without errors. +- Dragging any slider smoothly updates the plot and metrics in real time; no "snap back" behaviour. +- Clicking "Load Ziegler–Nichols Gains" immediately moves all three sliders to ZN values, updates the plot, and shows a success message — with **no StreamlitAPIException**. +- Clicking "Load Cohen–Coon Gains" does the same for CC values, including the detuning warning if applicable. +- Repeatedly alternating between ZN and CC buttons works correctly. +- Manually dragging sliders after using an auto-tune button works correctly. +- All four existing terminal scripts (`main.py`, `closed_loop.py`, `auto_tune.py`, `compare_tuning.py`) still run unchanged. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_interactive_ui.md b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_interactive_ui.md new file mode 100644 index 0000000..6842869 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/implementation_phases/phase4_interactive_ui.md @@ -0,0 +1,163 @@ +# Phase 4: Interactive Streamlit Dashboard + +## Objective +Build an interactive web app using Streamlit that lets users adjust Kp, Ki, Kd with sliders, see the closed-loop temperature response update in real time, and view the three performance metrics (overshoot, rise time, settling time). Include one-click loading of Ziegler–Nichols and Cohen–Coon auto-tuned gains. + +--- + +## 1. New File: `app.py` + +Create `app.py` in the project root. This is the Streamlit application, launched with: + + streamlit run app.py + +### 1.1 Imports + + import streamlit as st + import numpy as np + import matplotlib.pyplot as plt + import control + from plant import ThermalPlant + from controller import PIDController + from tuner import ziegler_nichols_tune, cohen_coon_tune + from utils import overshoot, rise_time, settling_time + +### 1.2 Page Configuration + +At the top of the script, set: + + st.set_page_config(page_title="PID Tuner — Thermal Plant", layout="wide") + st.title("AI-Assisted PID Tuning for a Thermal Plant") + st.markdown("Adjust the PID gains below and observe the closed-loop response to a 60°C setpoint.") + +### 1.3 Constants + + SETPOINT = 60.0 + T_AMBIENT = 20.0 + T_SIM = 800.0 + +### 1.4 Plant Initialisation + +Use `st.cache_resource` to instantiate the plant once: + + @st.cache_resource + def get_plant(): + return ThermalPlant() + + plant = get_plant() + +### 1.5 Sidebar — Gain Controls + +Place all controls in `st.sidebar`. + +#### Sliders + +Three sliders for manual tuning: + + Kp = st.sidebar.slider("Kp (Proportional)", min_value=0.0, max_value=20.0, value=1.8, step=0.1, format="%.1f") + Ki = st.sidebar.slider("Ki (Integral)", min_value=0.0, max_value=0.5, value=0.008, step=0.001, format="%.3f") + Kd = st.sidebar.slider("Kd (Derivative)", min_value=0.0, max_value=100.0, value=30.0, step=1.0, format="%.1f") + +Initial values match the Phase 2 placeholder gains. + +#### Auto-Tune Buttons + + st.sidebar.markdown("---") + st.sidebar.markdown("### Auto-Tuning Methods") + + if st.sidebar.button("Load Ziegler–Nichols Gains"): + zn = ziegler_nichols_tune(plant) + st.session_state['Kp'] = zn['Kp'] + st.session_state['Ki'] = zn['Ki'] + st.session_state['Kd'] = zn['Kd'] + st.sidebar.success(f"ZN loaded: Kp={zn['Kp']:.2f}, Ki={zn['Ki']:.4f}, Kd={zn['Kd']:.1f}") + + if st.sidebar.button("Load Cohen–Coon Gains"): + cc = cohen_coon_tune(plant) + st.session_state['Kp'] = cc['Kp'] + st.session_state['Ki'] = cc['Ki'] + st.session_state['Kd'] = cc['Kd'] + st.sidebar.success(f"CC loaded: Kp={cc['Kp']:.2f}, Ki={cc['Ki']:.4f}, Kd={cc['Kd']:.1f}") + +Note: Streamlit sliders don't natively bind to `st.session_state` values set by buttons unless you use a workaround. The simplest approach is: + +- After a button click, store the desired gains in `st.session_state` (e.g. `st.session_state['Kp_zn']`). +- Read slider values from session state with defaults: + + Kp = st.sidebar.slider("Kp ...", value=st.session_state.get('Kp_default', 1.8)) + +Then on button press, update the relevant session state key. An alternative is to use `st.number_input` for tighter control, but sliders were specified. Implement whichever pattern is cleanest — the essential behaviour is that clicking a button updates the displayed slider values and the plot re-runs. + +### 1.6 Main Area — Plot and Metrics + +#### 1.6.1 Build and Simulate + + pid = PIDController(Kp, Ki, Kd) + Gp = plant.transfer_function() + Gc = pid.transfer_function() + G_ol = Gc * Gp + G_cl = control.feedback(G_ol, 1, sign=-1) + t, y_dev = control.step_response(G_cl, T=T_SIM) + T_abs = T_AMBIENT + (SETPOINT - T_AMBIENT) * y_dev + +#### 1.6.2 Plot + +Use `st.pyplot` with a Matplotlib figure: + + fig, ax = plt.subplots(figsize=(10, 5)) + ax.plot(t, T_abs, 'b-', linewidth=2, label='Temperature') + ax.axhline(y=SETPOINT, color='grey', linestyle='--', linewidth=1.5, label=f'Setpoint {SETPOINT}°C') + ax.set_xlabel('Time (s)') + ax.set_ylabel('Temperature (°C)') + ax.set_title('Closed-Loop Step Response') + ax.legend() + ax.grid(True, alpha=0.3) + fig.tight_layout() + st.pyplot(fig) + +#### 1.6.3 Performance Metrics + +Compute and display in three columns: + + col1, col2, col3 = st.columns(3) + + overshoot_val = overshoot(T_abs, SETPOINT) + rise_t = rise_time(t, T_abs, SETPOINT) + settle_t = settling_time(t, T_abs, SETPOINT) + + with col1: + st.metric("Overshoot", f"{overshoot_val:.2f} %") + with col2: + st.metric("Rise Time (10→90%)", f"{rise_t:.2f} s" if rise_t < float('inf') else ">800 s") + with col3: + st.metric("Settling Time (±2%)", f"{settle_t:.2f} s" if settle_t < float('inf') else ">800 s") + +Format `inf` values as `">800 s"` to keep the display clean. + +### 1.7 Footer + + st.sidebar.markdown("---") + st.sidebar.caption("Built for AI-Assisted PID Tuning demo. Plant: FOPDT with Padé delay approximation.") + +--- + +## 2. Acceptance Criteria + +- `streamlit run app.py` opens a browser tab with the dashboard. +- The sidebar contains three sliders (Kp, Ki, Kd) and two auto-tune buttons. +- Dragging any slider immediately updates the plot and all three metrics. +- Clicking "Load Ziegler–Nichols Gains" sets the sliders to the ZN values from Phase 3 and updates the plot. +- Clicking "Load Cohen–Coon Gains" sets the sliders to the CC values from Phase 3.5 and updates the plot. +- The plot shows a dashed horizontal reference line at 60°C. +- The three metrics are displayed prominently with correct units. +- The app does not crash when extreme slider values are chosen (e.g. very high Kd); if the system becomes unstable, the plot will show large oscillations — that is acceptable behaviour. +- All existing scripts (`python main.py`, `python closed_loop.py`, `python auto_tune.py`, `python compare_tuning.py`) continue to work unchanged. + +--- + +## 3. Notes for the Coding Assistant + +- Streamlit re‑runs the entire script on every widget interaction; `st.cache_resource` for the plant avoids re‑creating the Padé approximation on every slider move. +- Keep the transfer‑function creation and simulation inside the main body — they need to re‑execute when gains change. +- If the slider‑button synchronisation proves tricky, a practical solution is to replace `st.slider` with `st.number_input` for the auto‑tune buttons, or use `st.session_state` keys to hold "requested" values that the slider reads from on each run. +- The spec uses `control.step_response` which returns arrays; ensure these are 1D before plotting. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/index.md b/snippets/1023_AIAssistedPIDTuning/index.md new file mode 100644 index 0000000..9b6f3bc --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/index.md @@ -0,0 +1,254 @@ +--- +layout: default +codename: AIAssistedPIDTuning +title: AI-assisted PID Tuning for a Simple Plant +tags: snippets mieset +authors: Charaf Mohamad +--- + +# AI-assisted PID Tuning for a Simple Plant +--- +## Problem Statement +Generally speaking, Control Engineering is the discipline of making a system reach and hold a desired, safe state (e.g., making a thermal system reach and maintain a desired temperature). Typically, we refer to control loop diagrams to represent the whole control system, shown in the following image: + +![General Control Loop Diagram](image/block_diagram_standard_control_loop.png) + +The components of this diagram represent the following: +- The **"Actuator"**, such as heaters, valves or dampers, is the device that directly affects the state of the controlled system. It receives a controller output signal 'y' that changes the way the actuator behaves (e.g., increase heating of the heater, decrease speed of the motor). +- The **"Controlled System"** – also known as the "Plant" – is the physical process that is being regulated (e.g., the air inside a house), and often, in the real world, an external disturbance signal 'z' interferes with the state of the system (e.g., opening the window while the heating system is activated, which allows cold air to enter the house). +- The **"Measuring Device"** measures the actual output of the plant 'x' and feeds it back to the input as a signal 'r', so that it is compared to the ideal (desired) signal 'w' (e.g., a temperature sensor measures an output of 26°C, but the desired temperature is 25°C, so the error signal 'e' represents the 1°C difference). +- The **"Controller"** is the device that takes the error signal 'e' and computes a corrective signal 'y' that is fed to the Actuator. + +The most used industrial controller is called a PID controller. They can be found in thermostats, ovens, factory processes, robotic arm positioning, cruise control, etc... PID is an acronym, and it is made up of three terms, each having their own role/contribution in producing the corrective signal. Each PID term carries its own adjustable weight, called a gain – $K_p$, $K_i$, and $K_d$ – which sets how strongly that term influences the final corrective signal. **Tuning** a PID controller means choosing the right values for these three gains. The following table generally explains this: +| Term | Reacts To | Role | Gain | Effect if Too High | Effect if Too Low | +|------|-----------|------|------|---------------------|--------------------| +| **P** (Proportional) | Current error | Drives an immediate correction proportional to the present error | $K_p$ | Shaky, overcorrects, swings past the target | Sluggish, slow response | +| **I** (Integral) | Accumulated past error | Eliminates lingering steady-state error that P alone cannot remove | $K_i$ | Overcorrects, takes a long time to settle down | Never reaches the desired target precisely | +| **D** (Derivative) | Rate of change of error | Anticipates future error and dampens overshoot | $K_d$ | Too sensitive to small fluctuations, output gets jumpy | Little smoothing, more overshoot | + +So how do control engineers pick the "correct" $K_p$, $K_i$, and $K_d$ gain values? Traditionally, this was done using manual trial and error based on the operator intuition and experience from observing system behavior. It later evolved into systematic heuristic methods like Ziegler–Nichols autotuning, and eventually into model-based, adaptive, and optimization-driven techniques supported by digital computation and modern control theory. +Across all of these eras – manual, heuristic, model-based, or optimization-driven – the ***design*** of the tuning method itself has always required a human control engineer to derive, select, or implement it. So what happens when that role is handed to an AI coding assistant instead? + +## Task Description +The end goal of this project is to have an interactive UI that allows users to configure the gain values of a PID controller for a ***thermal system*** (i.e., the temperature was controlled using the PID controller). The in-between checkpoints include modeling the plant using a transfer function, simulating the step response of the system with and without the controller and implementing controller autotuning methods using AI. To tackle this complex task, two AI models are used: DeepSeek-v4-Pro in Expert mode with DeepThink Enabled and Claude's Sonnet 4.6 model with Medium effort. The former (DeepSeek model) took the role of the planner, while the latter took that of the implementer. Before starting the task, I created a session with Claude's Sonnet 4.6 (Medium Effort) purely to brainstorm ideas and create an outline; the session resulted in a [brainstorm.md](brainstorm.md) file that explains the task, phases of implementation and extra notes. This file was then given to the DeepSeek model as the first prompt. One of the most important sections of the "brainstorm" file is the "Implementation Phases" which includes the following: + +| Phase | Description | AI Model | +|--------|-------------|--------| +| 1 | Model the thermal plant, define transfer function parameters | DeepSeek-v4-Pro | +| 2 | Plan the full implementation structure, ask clarifying questions | DeepSeek-v4-Pro | +| 3 | Simulate open-loop step response | Sonnet 4.6 | +| 4 | Implement closed-loop PID controller, plot response vs. setpoint reference line | Sonnet 4.6 | +| 5 | Implement automatic tuning algorithm | Sonnet 4.6 | +| 6 | Build interactive UI with configurable Kp, Ki, Kd and performance metrics display | Sonnet 4.6 | + +> Initial Role of DeepSeek-v4-Pro (before generating markdown files): Choosing Plant/Simulation parameters, selecting performance metrics, choosing the suitable implementation language and libraries modeling the controlled system, selecting interactive UI framework and **choosing the automatic tuning method**. + +After the initial prompts, the project was executed using the two models as follows: +| Model | Role | +|--------|-------------| +| **DeepSeek-v4-Pro** | For each phase, generate a markdown file which is fed into Claude's Sonnet 4.6 and check the feedback from Sonnet 4.6 after it is done | +| **Sonnet 4.6** | Receive a markdown file for a phase of the project, implement the phase, summarize what was built and check acceptance criteria | + +> The markdown file generated by DeepSeek-v4-Pro included the phases' objective, implementation details, notes for Sonnet 4.6 and acceptance criteria. +> My only role – other than fixes and extra features – was to hand off the markdown file generated by DeepSeek-v4-Pro to Sonnet 4.6 and return the feedback generated by Sonnet 4.6 to DeepSeek-v4-Pro. +--- +## Lessons Learned +- **DeepSeek-v4-Pro has trouble with markdown files** – throughout the whole session, every time I asked the model to proceed to the next phase and generate a markdown file, a lot of the content, which should be placed inside the copyable and downloadable markdown box (i.e., where the content should be), "leaks" outside the markdown box. To correct this, I had to explicitly mark which blocks of text where outside the markdown box, and the only time it was able to generate a markdown file correctly inside the markdown box, was when I explicitly stated: +```text +Stop having trouble with the text being placed in the md block. Most of the text is outside the md block. +``` +- **Two-model architecture is powerful for complex tasks** – by assigning each model a job for the project completion, I increased autonomy and decreased the effort a person has to make throughout the whole process. By doing so, the progression of the project accelerated relative to using 1 model for everything. +- **Understand what the model is good at** – my choice of the models is not arbitrary. Through experience, I have understood that models like DeepSeek-v4-Pro tend to be better at planning, outlining tasks and understanding what the user's needs are, especially in Expert mode and DeepThink enabled. On the other hand, Claude's Sonnet 4.6 model was sufficient for generating the necessary files and excels when provided with markdown files that include specifications on what task to complete. +- **Saving tokens through projects is key** – for Claude's Sonnet 4.6 model, instead of attaching the markdown files generated by DeepSeek-v4-Pro directly into the chat, I added the chat to a project and attached the markdown files there for the model to read. This way, I save more tokens compared to when files are dumped into the chat directly and especially for complex tasks like this one. +- **One role per model policy is efficient** – in total, I had 3 active sessions with 2 different models and each had a separate role. This ensured that each model strictly focused to a single goal, decreasing the chances of hallucination or general mistakes: + +| Session | Model | Role | +|---|-------------|-------------| +| 1 | Sonnet 4.6 | **Brainstorming** | +| 2 | Sonnet 4.6 | **Implementing** | +| 3 | DeepSeek-v4-Pro | **Planning** | + +- **Use markdown files with Claude models** – whatever the task is, Claude models work more efficiently when given a markdown file that includes directions and specifications on what the task is. This was evident when Sonnet 4.6 was able to follow markdown file directions accurately throughout the whole session. +- **DeepSeek-v4-Pro doesn't accept attachments** – this is a significant limitation when it comes to complex tasks, since the model was able to supervise the implementation of Sonnet 4.6 only through text feedback generated by Sonnet. +- **Sonnet 4.6 with "Medium" effort can miss specifications** – in one of the phases, the model accepted a result that explicitly contradicted an acceptance criterion in the markdown file it used as a reference. This might come from the fact that only "Medium" effort was set for the model to save tokens. +--- +## Using the Result + +Each of the four implementation phases implemented by Claude Sonnet 4.6 (i.e., phases 3-6 in the table above) can be run simply by following the "Setup" and "How to Run Each Phase" sections of the [README.md](thermal_pid_tuner/README.md) file generated by DeepSeek-v4-Pro, and the images outputted as a result of the first 3 phases can be accessed from the "[plots](./thermal_pid_tuner/plots/)" directory. +The markdown files generated by the DeepSeek model for phases of implementation done by Sonnet 4.6 can be accessed in the "[implementation_phases](./implementation_phases/)" directory. + +--- +## Workflow Details +The project began with the [brainstorm.md](brainstorm.md) outline being handed to DeepSeek as the first prompt. From there, to maintain a clear separation of responsibilities throughout the project, each phase followed a consistent loop: DeepSeek generated a markdown file outlining the phase's objective and implementation details, which was then handed off to Claude for implementation and acceptance checking. + +### Establishing Context and Constraints +The DeepSeek-v4-Pro model session started with the following prompt: +#### ***User*** +```text +Here is the outline for the project: + +... [Here is where the brainsotrm.md file was placed] ... + +Your job is to decompose this project into detailed phases and for each phase produce a structured .md file that a separate AI coding assistant can use to implement the task. Do not move forward with anything before asking me. Ask clarifying questions. +```` + +#### ***DeepSeek*** + +```text +Before I break the project into implementation phases and produce the .md guides, I have several clarifying questions: +... +``` + +Since the model proceeded by asking multiple technical clarifying questions about parameters, metrics, the programming language to be used etc..., I decided to leave the choice up to the model, and focus on ***why*** it made that choice to check whether it was suitable for this complex task. +Notably, it chose Python as the programming language, explaining that it's the "most natural fit" for AI-assisted coding. Also, the UI framework "Streamlit" was chosen since, according to the model, it's the quickest way to implement a "live-updating" dashboard with sliders and plots, it requires no front-end knowledge, integrates well with libraries like matplotlib(used for plotting), and produces a clean shareable web app which is ideal in the case of AI-assisted implementation. More importantly, it chose a well-established autotuning method called "Ziegler–Nichols closed‑loop method". + +Before attaching any of the markdown files, I asked the DeepSeek model to generate an initial prompt that I can give to the Sonnet 4.6 model session. +#### ***User*** +```text +What short introductory prompt should I give to the AI coding assistant before attaching the file in a place where it can read it. +``` + +#### ***DeepSeek*** +```text +... +I'm working on a project to simulate a thermal plant and later tune a PID controller. + +I'll paste the specification for Phase 1 below. Please read it carefully and generate all required Python files exactly as described. + +Output each file's complete code in separate code blocks, clearly labeled with the filename (e.g., # plant.py). Follow the directory structure and acceptance criteria precisely. +... +``` +This simulates how a two-model approach can be powerful, since by generating an initial prompt for the second model using the first model, which already has context on what the project is and its specifications, we ensure synchronization between both ongoing sessions. So, along with the markdown files being sent to Sonnet 4.6 from DeepSeek and feedbacks being sent in the opposite direction, DeepSeek has an idea of how the implementation model is behaving. + +### Phase-by-Phase Breakdown +In this subsection, we will emphasize on the phases of **implementation** by Sonnet 4.6 and how it connects to the planning model (DeepSeek-v4-Pro). These are the phases 3-5 mentioned in the table provided in the [Task Description](#task-description) section. Phase 4 of implementation (phase 6 in the table provided at the beginning) is discussed in the following [UI Implementation](#ui-implementation) section. In each of these phases, the structure of phase progression was identical: +1. Generating the specification markdown file using DeepSeek-v4-Pro. +2. Implementing the phase using Sonnet 4.6 based on the markdown file. +3. Evaluating the implementation using the summary of Sonnet 4.6 as feedback for DeepSeek-v4-Pro. +4. Manual checking of the functionality of the generated files. + +#### **Phase 1 of Implementation**: Simulate open-loop step response +As mentioned, the phase starts with the DeepSeek-v4-Pro model generating a markdown file: [phase 1](implementation_phases/phase1_setup_and_openloop.md). It is worth noting that the model generated accurate specifications in the file, but struggled with placing all the contents in one markdown block, so it required multiple iterations to successfully generate it. + +##### *First Iteration* +###### ***DeepSeek*** +```text +Here is the Phase 1 .md file content. Copy everything below into a file named phase1_setup_and_openloop.md. +... [first unsuccessful attempt to generate all content in one markdown block] ... +``` +###### ***User*** +```text +Some of the text you wrote is outside the md file box and it separated the content. Here is the text that is outside the box: +... +``` + +##### *Second Iteration* +###### ***DeepSeek*** +```text +Here’s the corrected Phase 1 .md content, with all parts inside a single copyable code block. The nested triple backticks have been replaced with indented code blocks to prevent splitting. +... [second unsuccessful attempt to generate all content in one markdown block] ... +``` +###### ***User*** +```text +This part is still outside the md block: +thermal_pid_tuner/ +├── plant.py # Thermal plant model +├── utils.py # Performance metric functions (for later phases) +├── main.py # Entry point for open-loop simulation +├── requirements.txt # Python dependencies +└── plots/ # Directory for saved figures +``` + +##### *Third Iteration* +###### ***DeepSeek*** +```text +I apologize — the inner triple backticks were indeed breaking the outer code block. Here is the corrected Phase 1 .md content, with all code examples (directory tree, requirements) using indented code blocks so nothing escapes the outer fence. +... [Third successful attempt to generate all content in one markdown block] ... +``` + +##### *Implementation* +Now that the markdown file is ready, I created a Project and added the Sonnet 4.6 chat to it. The markdown file was then attached to the project for the model to read. + +###### ***User*** +```text +Read the phase1_setup_and_openloop.md file attached to the project +``` +###### ***Sonnet*** +Using the markdown file as a reference, the model was able to fulfill all the specifications accurately. Above all, it checked the acceptance criteria including running the main python file. After completion, Sonnet 4.6 created a short summary of what it had done, which was used as feedback for DeepSeek. +```text +All files generated, verified, and passing all acceptance criteria. Here's a summary of what was built: +Project structure — thermal_pid_tuner/ +plant.py — ThermalPlant class with: + +__init__ storing K=1.5, τ=200 s, θ=20 s, T_amb=20 °C +transfer_function() composing the first-order lag K/(τs+1) in series with a 2nd-order Padé approximation for dead time via control.pade(theta, n=2) +step_response() using control.forced_response() and returning absolute temperature T_amb + ΔT + +main.py — Runs the simulation, plots the response with a dashed steady-state reference line, saves to plots/open_loop_response.png, and prints the summary. +utils.py — Stubbed with IAE, ISE, ITAE, overshoot, and settling-time functions ready for later phases. +requirements.txt — numpy, scipy, matplotlib, control pinned to spec versions. +Acceptance criteria check: + +✅ python main.py runs with no errors +✅ Steady-state temperature = 170.0 °C (20 + 1.5×100) +✅ Plot shows a smooth, S-shaped delayed rise from 20 °C with visible ~20 s dead time and ~200 s time constant +✅ Dashed reference line at 170 °C +``` + +> At this point, DeepSeek mentioned that Claude's verification was strong, but recommended running the main.py file for further confirmation + +The first phase resulted in a clean plot representing the step response of system if there was no controller involved: +![Open Loop Step Response](image/open_loop_response.png) + +#### **Phase 2 of Implementation**: Implement closed-loop PID controller, plot response vs. setpoint reference line +In this phase, the goal was to introduce a PID controller to the system and simulated its step response. DeepSeek was able to generate the markdown file successfully in the second attempt. The phase was implemented successfully, and the result was generated: + +![Closed-loop Step Response](image/closed_loop_pid_response.png) + +It can be observed that at the beginning of the step response, there is a "dip", which is not realistic for real physical systems. DeepSeek-v4-Pro was not able to recognize the "anomaly" because the feedback it received is only through text (since it can't accept attachments). So, this issue was mentioned to the Sonnet 4.6 model: +###### ***User*** +```text +Feedback: The result looks excellent. + +I have a question: If you look back at the closed_loop_pid_response.png, we can see that at the beginning of the step response, there is an undershoot or a "dip" before the step response increases to the setpoint. Is that what you expected or is that what should happen? +``` +###### ***Sonnet*** +```text +Great observation! That "dip" is actually expected and physically correct — it's a well-known artifact of two things working together in this system: +... +... +``` +The model explained that this comes from the mathematical representation of the "dead time" (i.e., time delay between input and output response) and the $K_d$ gain value, so it is not an issue and wouldn't appear in a real physical system. + +#### **Phase 3 of Implementation**: Implement automatic tuning algorithm +The goal here was to introduce an autotuning method, which was chosen by DeepSeek to be "Ziegler-Nichols" and implemented by Claude's Sonnet model. DeepSeek was able to generate the markdown file successfully in the third attempt. The phase was implemented successfully, and the result was generated: + +![Ziegler–Nichols Closed‑loop Response](image/zn_tuned_response.png) + +Comparing this result to the previous phase's closed-loop response, we can observe that using this autotuning method written by Sonnet 4.6, the time to reach the set point steady state was halved. On the other hand, we can observe an overshoot. +I introduced a "Phase 3.5" which implements a second autotuning method written by Sonnet 4.6 and called "Cohen-Coon" (a.k.a., the CC method). The results obtained shows a comparison of both methods: +![Autotuning Methods Step Response Comparison](image/tuning_comparison.png) + +The benefit of using this second method (highlighted in orange)is that it yields a much smaller overshoot relative to the ZN method. The issue here is that, using the CC method written by Sonnet 4.6, the response never truly reaches the set point value. After bringing up this issue to the model, it claimed that it had left it this way since the acceptance criteria only required: +- no errors +- two distinct curves +- CC typically yields lower overshoot than ZN + +Looking back at the specification markdown file [phase 3.5](implementation_phases/phase3.5_cohen_coon.md), it also included an "All rise times and settling times ≤ 800 s." criterion, which means the model should have rejected the result. + +### UI Implementation (Phase 4 of Implementation) +For the UI implementation, the same steps were taken: DeepSeek successfully generated a markdown file in its second attempt. Sonnet implemented the app.py runnable file (check [README](thermal_pid_tuner/README.md) for how to run) and can be observed below: + +![UI](image/UI_ZN_streamlit.png) + +On the first iteration, the gain values $K_p$, $K_i$ and $K_d$ were configurable using the sliders and every time a value was changed, the plot updates correctly. After using the UI, two issues could be observed: + 1. The sliders were buggy: sometimes when changing a gain value using the slider, it doesn't register the change and keeps the old value. + 2. The autotuning method buttons result in an error. + +This time, the problems were presented to DeepSeek. The model generated another markdown file that was then read by Sonnet. In this second iteration, Sonnet successfully fixed the autotuning method buttons so that no error shows up, and the plots are updated accordingly, but the sliders, although improved, remained a little buggy. + +## Summary & Conclusion +The two-model approach proved to be a suitable technique to tackle complex tasks such as this one. Evidently, the choice of the models is one of the more important aspects for this method, since as we saw, the performance of the models, especially Sonnet 4.6 with "Medium" Effort, was dependent on its ability to handle complex tasks. A practical solution could be to use a "stronger" model for implementation like Opus 4.8. Overall, the project showed that AI can take a control engineering task from modeling to a working tuned UI with minimal manual coding, but the Cohen-Coon and UI bugs are a reminder human verification is still necessary. + +**Author:** Charaf Mohamad + diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/README.md b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/README.md new file mode 100644 index 0000000..c3d82b4 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/README.md @@ -0,0 +1,103 @@ +# AI-Assisted PID Tuning for a Simple Thermal Plant + +A Python simulation and interactive dashboard for PID tuning of a first-order-plus-dead-time thermal system. Built as a demonstration of AI-assisted coding — the AI wrote the code; the tuning methods themselves are classical control engineering. + +--- + +## Project Structure + + thermal_pid_tuner/ + ├── plant.py # Thermal plant model (FOPDT with Padé approximation) + ├── controller.py # Ideal PID controller transfer function + ├── tuner.py # Auto-tuning: Ziegler-Nichols & Cohen-Coon + ├── utils.py # Performance metrics (overshoot, rise time, settling time) + ├── main.py # Phase 1: Open-loop step response + ├── closed_loop.py # Phase 2: Closed-loop PID with hand-tuned gains + ├── auto_tune.py # Phase 3: Ziegler-Nichols auto-tuned response + ├── compare_tuning.py # Phase 3.5: ZN vs Cohen-Coon comparison + ├── app.py # Phase 4: Interactive Streamlit dashboard + ├── requirements.txt # Python dependencies + ├── plots/ # Saved figures from each script + └── README.md # This file + +--- + +## Plant Model + +| Parameter | Symbol | Value | Unit | +|--------------------|--------|---------|-------------------| +| Steady-state gain | K | 1.5 | °C / % heater | +| Time constant | τ | 200.0 | seconds | +| Dead time | θ | 20.0 | seconds | +| Ambient temperature| T_amb | 20.0 | °C | + +The transfer function is **K·e^(−θs) / (τs + 1)**, approximated with a 2nd-order Padé for the delay. + +The setpoint for all closed-loop simulations is **60°C**. + +--- + +## Setup + + py -m pip install -r requirements.txt + +Dependencies: `numpy`, `scipy`, `matplotlib`, `control`, and `streamlit` (for the dashboard). + +--- + +## How to Run Each Phase + +### Phase 1 — Open-Loop Step Response + py main.py + +Heater jumps 0→100%. Plots the plant's natural S-shaped rise from 20°C to 170°C. +Output: `plots/open_loop_response.png` + +### Phase 2 — Closed-Loop PID (Hand-Tuned) + py closed_loop.py + +Manual PID gains: Kp=1.8, Ki=0.008, Kd=30. Simulates tracking the 60°C setpoint with unity negative feedback. Prints overshoot, rise time, and settling time. +Output: `plots/closed_loop_pid_response.png` + +### Phase 3 — Ziegler–Nichols Auto-Tuning + py auto_tune.py + +Extracts ultimate gain and period from the plant's frequency response via `control.margin`, then applies ZN rules. Prints Ku, Tu, and the derived PID gains plus performance metrics. +Output: `plots/zn_tuned_response.png` + +### Phase 3.5 — ZN vs. Cohen–Coon Comparison + py compare_tuning.py + +Runs both Ziegler–Nichols and Cohen–Coon tuning, plots both responses on the same axes, and prints a side-by-side metrics table. +Output: `plots/tuning_comparison.png` + +### Phase 4 — Interactive Dashboard + py -m streamlit run app.py + +Opens a browser tab with sliders for Kp, Ki, Kd, one-click loading of ZN and CC gains, and live updating plot + metrics. Move any slider to see the response change instantly. + +--- + +## Performance Metrics + +| Metric | Definition | +|---------------|---------------------------------------------------------------| +| Overshoot | (peak − setpoint) / setpoint × 100% | +| Rise time | Time from 10% to 90% of the setpoint step | +| Settling time | Time to enter and remain within ±2% of the setpoint | + +--- + +## Auto-Tuning Methods + +**Ziegler–Nichols (Ultimate Gain)** — Uses the gain margin and phase crossover frequency from the plant's frequency response to compute ultimate gain Ku and ultimate period Tu, then applies the classic ZN PID rules. + +**Cohen–Coon** — A model-based method designed specifically for FOPDT processes. Uses the plant parameters (K, τ, θ) directly. In this simulation, raw CC gains are automatically detuned when necessary to maintain stability with the Padé-approximated plant. + +--- + +## Notes + +- The dead time is approximated with a 2nd-order Padé; this is a standard technique but introduces non-minimum-phase zeros that can interact with very high derivative gains. +- The PID controller is ideal form (no derivative filtering, no anti-windup) — appropriate for a linear simulation. +- "AI-assisted" refers to the code generation process, not the tuning algorithms themselves. All tuning methods are classical control engineering. \ No newline at end of file diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/app.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/app.py new file mode 100644 index 0000000..6c17958 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/app.py @@ -0,0 +1,241 @@ +""" +app.py +------ +Phase 4: Interactive Streamlit dashboard for PID tuning. + +Launch with: + streamlit run app.py + +Features +-------- +- Three sidebar sliders (Kp, Ki, Kd) — update the plot on every change. +- "Load Ziegler-Nichols Gains" button — writes ZN gains into session state, + sliders snap to those values on the next re-run. +- "Load Cohen-Coon Gains" button — same for CC gains. +- Main area: Matplotlib step-response plot + three st.metric tiles. + +Slider-button synchronisation pattern (post Phase-4-fix) +---------------------------------------------------------- +Streamlit forbids writing to a widget's own state key (e.g. 'Kp_slider') +after that widget has been instantiated — doing so raises +StreamlitAPIException. The correct pattern, used here, is: + + 1. Separate "master" session-state keys — 'kp_val', 'ki_val', 'kd_val' — + are the single source of truth for the gains. + 2. Each slider reads its starting position from the master key via + `value=st.session_state['kp_val']`, and uses a *different* key + (`key='Kp_slider'`) purely for Streamlit's internal widget tracking. + 3. Immediately after each slider call, the live value is written back + to the master key — this keeps slider position and master key in + sync on manual drags. + 4. Button handlers write ONLY to the master keys (never to the + '*_slider' widget keys) and then call `st.rerun()` to force an + immediate re-render, which causes the sliders to read their new + `value=` from the updated master keys. +""" + +import numpy as np +import matplotlib +matplotlib.use("Agg") # must be set before pyplot import +import matplotlib.pyplot as plt +import control +import streamlit as st + +from plant import ThermalPlant +from controller import PIDController +from tuner import ziegler_nichols_tune, cohen_coon_tune +from utils import overshoot, rise_time, settling_time + +# ====================================================================== +# Page configuration (must be the first Streamlit call) +# ====================================================================== +st.set_page_config(page_title="PID Tuner — Thermal Plant", layout="wide") + +# ====================================================================== +# Constants +# ====================================================================== +SETPOINT = 60.0 +T_AMBIENT = 20.0 +T_SIM = 800.0 +STEP_MAG = SETPOINT - T_AMBIENT # 40 °C + +# ====================================================================== +# Plant — cached so the Pade TF is not rebuilt on every slider move +# ====================================================================== +@st.cache_resource +def get_plant() -> ThermalPlant: + return ThermalPlant() + +plant = get_plant() + +# ====================================================================== +# Initialise master gain keys once (Phase-2 placeholder defaults) +# ====================================================================== +if "kp_val" not in st.session_state: + st.session_state["kp_val"] = 1.8 +if "ki_val" not in st.session_state: + st.session_state["ki_val"] = 0.008 +if "kd_val" not in st.session_state: + st.session_state["kd_val"] = 30.0 + +# ====================================================================== +# Sidebar — title & sliders (read from / write back to master keys) +# ====================================================================== +st.sidebar.header("PID Gain Controls") + +Kp = st.sidebar.slider( + "Kp (Proportional)", min_value=0.0, max_value=20.0, + value=st.session_state["kp_val"], step=0.1, format="%.1f", + key="Kp_slider", +) +# Sync slider's live value back to the master key on every change +st.session_state["kp_val"] = Kp + +Ki = st.sidebar.slider( + "Ki (Integral)", min_value=0.0, max_value=0.5, + value=st.session_state["ki_val"], step=0.001, format="%.3f", + key="Ki_slider", +) +st.session_state["ki_val"] = Ki + +Kd = st.sidebar.slider( + "Kd (Derivative)", min_value=0.0, max_value=100.0, + value=st.session_state["kd_val"], step=1.0, format="%.1f", + key="Kd_slider", +) +st.session_state["kd_val"] = Kd + +# ====================================================================== +# Sidebar — auto-tune buttons (write ONLY to master keys, then rerun) +# ====================================================================== +st.sidebar.markdown("---") +st.sidebar.markdown("### Auto-Tuning Methods") + +if st.sidebar.button("Load Ziegler\u2013Nichols Gains"): + zn = ziegler_nichols_tune(plant) + st.session_state["kp_val"] = float(np.clip(zn["Kp"], 0.0, 20.0)) + st.session_state["ki_val"] = float(np.clip(zn["Ki"], 0.0, 0.5)) + st.session_state["kd_val"] = float(np.clip(zn["Kd"], 0.0, 100.0)) + st.sidebar.success( + f"ZN loaded: Kp={zn['Kp']:.2f}, Ki={zn['Ki']:.4f}, Kd={zn['Kd']:.1f}" + ) + st.rerun() + +if st.sidebar.button("Load Cohen\u2013Coon Gains"): + cc = cohen_coon_tune(plant) + st.session_state["kp_val"] = float(np.clip(cc["Kp"], 0.0, 20.0)) + st.session_state["ki_val"] = float(np.clip(cc["Ki"], 0.0, 0.5)) + st.session_state["kd_val"] = float(np.clip(cc["Kd"], 0.0, 100.0)) + st.sidebar.success( + f"CC loaded: Kp={cc['Kp']:.2f}, Ki={cc['Ki']:.4f}, Kd={cc['Kd']:.1f}" + ) + st.rerun() + +# ====================================================================== +# Sidebar — footer +# ====================================================================== +st.sidebar.markdown("---") +st.sidebar.caption( + "Built for AI-Assisted PID Tuning demo. " + "Plant: FOPDT with Pad\u00e9 delay approximation." +) + +# ====================================================================== +# Main area — header +# ====================================================================== +st.title("AI-Assisted PID Tuning for a Thermal Plant") +st.markdown( + "Adjust the PID gains in the sidebar and observe the closed-loop " + "response to a **60 °C** setpoint. " + "Use the auto-tune buttons to load pre-computed gains instantly." +) + +# Display the current gains prominently +g1, g2, g3 = st.columns(3) +g1.markdown(f"**Kp** = `{Kp:.3f}`") +g2.markdown(f"**Ki** = `{Ki:.4f}`") +g3.markdown(f"**Kd** = `{Kd:.3f}`") + +st.markdown("---") + +# ====================================================================== +# Simulation — runs on every re-render (gains may have changed) +# ====================================================================== +try: + pid = PIDController(Kp, Ki, Kd) + Gp = plant.transfer_function() + Gc = pid.transfer_function() + G_ol = control.series(Gc, Gp) + G_cl = control.feedback(G_ol, 1, sign=-1) + t, y_dev = control.step_response(G_cl, T=T_SIM, T_num=2000) + + # Ensure 1-D real arrays for plotting and metrics + t = np.real(np.asarray(t).flatten()) + y_dev = np.real(np.asarray(y_dev).flatten()) + T_abs = T_AMBIENT + STEP_MAG * y_dev + + sim_ok = True + sim_error = None +except Exception as exc: + sim_ok = False + sim_error = str(exc) + +# ====================================================================== +# Plot +# ====================================================================== +fig, ax = plt.subplots(figsize=(10, 5)) + +if sim_ok: + ax.plot(t, T_abs, "b-", linewidth=2, label="Temperature") +else: + ax.text( + 0.5, 0.5, + f"Simulation error:\n{sim_error}", + ha="center", va="center", transform=ax.transAxes, + color="red", fontsize=11, + ) + +ax.axhline( + y=SETPOINT, color="grey", linestyle="--", + linewidth=1.5, label=f"Setpoint {SETPOINT:.0f} \u00b0C", +) +ax.set_xlabel("Time (s)", fontsize=12) +ax.set_ylabel("Temperature (\u00b0C)", fontsize=12) +ax.set_title("Closed-Loop Step Response", fontsize=13, fontweight="bold") +ax.legend(fontsize=11) +ax.grid(True, alpha=0.3) +fig.tight_layout() + +st.pyplot(fig) +plt.close(fig) + +# ====================================================================== +# Performance metrics +# ====================================================================== +st.markdown("### Performance Metrics") +col1, col2, col3 = st.columns(3) + +if sim_ok: + overshoot_val = overshoot(T_abs, SETPOINT) + rise_t = rise_time(t, T_abs, SETPOINT) + settle_t = settling_time(t, T_abs, SETPOINT) + + with col1: + st.metric("Overshoot", f"{overshoot_val:.2f} %") + with col2: + st.metric( + "Rise Time (10\u219290%)", + f"{rise_t:.2f} s" if rise_t < float("inf") else ">800 s", + ) + with col3: + st.metric( + "Settling Time (\u00b12%)", + f"{settle_t:.2f} s" if settle_t < float("inf") else ">800 s", + ) +else: + with col1: + st.metric("Overshoot", "N/A") + with col2: + st.metric("Rise Time (10\u219290%)", "N/A") + with col3: + st.metric("Settling Time (\u00b12%)", "N/A") diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/auto_tune.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/auto_tune.py new file mode 100644 index 0000000..2e2075a --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/auto_tune.py @@ -0,0 +1,94 @@ +""" +auto_tune.py +------------ +Phase 3: Automatic PID tuning via Ziegler–Nichols ultimate gain method. + +1. Extracts Ku and Tu from the plant's frequency response. +2. Computes ZN PID gains. +3. Simulates the closed-loop step response to a 60 °C setpoint. +4. Plots and saves the result; prints performance metrics. +""" + +import os +import numpy as np +import matplotlib +matplotlib.use("Agg") # Non-interactive backend for file output +import matplotlib.pyplot as plt +import control + +from plant import ThermalPlant +from controller import PIDController +from tuner import ziegler_nichols_tune +from utils import overshoot, rise_time, settling_time + +# ---------------------------------------------------------------------- +# 1. Set up plant and run auto-tuner +# ---------------------------------------------------------------------- +plant = ThermalPlant() +tuning = ziegler_nichols_tune(plant) + +Kp = tuning["Kp"] +Ki = tuning["Ki"] +Kd = tuning["Kd"] + +print(f"Ultimate Gain: {tuning['Ku']:.3f}, Ultimate Period: {tuning['Tu']:.2f} s") +print(f"ZN PID Gains: Kp={Kp:.3f}, Ki={Ki:.5f}, Kd={Kd:.3f}") + +# ---------------------------------------------------------------------- +# 2. Build closed-loop system +# ---------------------------------------------------------------------- +Gp = plant.transfer_function() +pid = PIDController(Kp, Ki, Kd) +Gc = pid.transfer_function() + +G_ol = control.series(Gc, Gp) # open-loop: Gc(s) · Gp(s) +G_cl = control.feedback(G_ol, 1, sign=-1) # unity negative feedback + +# ---------------------------------------------------------------------- +# 3. Simulate step response +# y_dev is the deviation response to a unit step; +# scale by 40 °C (setpoint - ambient) and shift to absolute temperature. +# ---------------------------------------------------------------------- +T_AMBIENT = 20.0 +SETPOINT = 60.0 +STEP_MAG = SETPOINT - T_AMBIENT # 40 °C + +t, y_dev = control.step_response(G_cl, T=800, T_num=2000) +T_abs = T_AMBIENT + STEP_MAG * np.real(y_dev) + +# ---------------------------------------------------------------------- +# 4. Plot +# ---------------------------------------------------------------------- +fig, ax = plt.subplots(figsize=(10, 6)) + +ax.plot(t, T_abs, linewidth=2, color="#1f77b4", label="Temperature (ZN Tuned)") +ax.axhline(SETPOINT, color="grey", linewidth=1.5, + linestyle="--", label="Setpoint") + +ax.set_xlabel("Time (s)", fontsize=13) +ax.set_ylabel("Temperature (°C)", fontsize=13) +ax.set_title("Closed-Loop Response with Ziegler–Nichols Tuning", + fontsize=14, fontweight="bold") +ax.legend(fontsize=11) +ax.grid(True, linestyle="--", alpha=0.6) +ax.set_xlim(t[0], t[-1]) + +fig.tight_layout() + +plots_dir = os.path.join(os.path.dirname(__file__), "plots") +os.makedirs(plots_dir, exist_ok=True) +output_path = os.path.join(plots_dir, "zn_tuned_response.png") +fig.savefig(output_path, dpi=150) +plt.close(fig) + +# ---------------------------------------------------------------------- +# 5. Performance metrics +# ---------------------------------------------------------------------- +overshoot_val = overshoot(T_abs, SETPOINT) +rise_t = rise_time(t, T_abs, SETPOINT) +settle_t = settling_time(t, T_abs, SETPOINT) + +print(f"Overshoot: {overshoot_val:.2f} %") +print(f"Rise time: {rise_t:.2f} s") +print(f"Settling time: {settle_t:.2f} s") +print(f"Plot saved to: {output_path}") diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/closed_loop.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/closed_loop.py new file mode 100644 index 0000000..4dbf855 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/closed_loop.py @@ -0,0 +1,95 @@ +""" +closed_loop.py +-------------- +Phase 2: Closed-loop PID control simulation. + +Builds the feedback loop r → [PID] → [Plant] → y and simulates a +step from ambient (20 °C) to the target setpoint (60 °C). +Plots the response, computes performance metrics, and saves the figure. +""" + +import os +import numpy as np +import matplotlib +matplotlib.use("Agg") # Non-interactive backend for file output +import matplotlib.pyplot as plt +import control + +from plant import ThermalPlant +from controller import PIDController +import utils + +# ---------------------------------------------------------------------- +# Parameters +# ---------------------------------------------------------------------- +SETPOINT = 60.0 # °C – target temperature +T_AMBIENT = 20.0 # °C – starting / ambient temperature +STEP_MAG = SETPOINT - T_AMBIENT # 40 °C command step in deviation space + +# Placeholder PID gains (to be optimised in later phases) +Kp = 1.8 +Ki = 0.008 +Kd = 30.0 + +T_END = 800 # s – simulation horizon + +# ---------------------------------------------------------------------- +# 1. Build plant and controller transfer functions +# ---------------------------------------------------------------------- +thermal_plant = ThermalPlant() # K=1.5, tau=200, theta=20, T_amb=20 +pid = PIDController(Kp=Kp, Ki=Ki, Kd=Kd) + +Gp = thermal_plant.transfer_function() +Gc = pid.transfer_function() + +# ---------------------------------------------------------------------- +# 2. Form open-loop and close the feedback loop +# ---------------------------------------------------------------------- +G_ol = control.series(Gc, Gp) # Gc(s) · Gp(s) +G_cl = control.feedback(G_ol, 1, sign=-1) # unity negative feedback + +# ---------------------------------------------------------------------- +# 3. Simulate step response (unit step in deviation space) +# ---------------------------------------------------------------------- +t, y_dev = control.step_response(G_cl, T=T_END, T_num=2000) + +# Convert deviation output → absolute temperature +# y_dev is the response to a unit step; scale by STEP_MAG then shift +T_abs = T_AMBIENT + STEP_MAG * np.real(y_dev) + +# ---------------------------------------------------------------------- +# 4. Plot +# ---------------------------------------------------------------------- +fig, ax = plt.subplots(figsize=(10, 6)) + +ax.plot(t, T_abs, linewidth=2, color="#1f77b4", label="Temperature") +ax.axhline(SETPOINT, color="#d62728", linewidth=1.5, + linestyle="--", label=f"Setpoint {SETPOINT:.0f} °C") + +ax.set_xlabel("Time (s)", fontsize=13) +ax.set_ylabel("Temperature (°C)", fontsize=13) +ax.set_title("Closed-Loop PID Response to 60°C Setpoint", + fontsize=14, fontweight="bold") +ax.legend(fontsize=11) +ax.grid(True, linestyle="--", alpha=0.6) +ax.set_xlim(t[0], t[-1]) + +fig.tight_layout() + +plots_dir = os.path.join(os.path.dirname(__file__), "plots") +os.makedirs(plots_dir, exist_ok=True) +output_path = os.path.join(plots_dir, "closed_loop_pid_response.png") +fig.savefig(output_path, dpi=150) +plt.close(fig) + +# ---------------------------------------------------------------------- +# 5. Performance metrics +# ---------------------------------------------------------------------- +overshoot_val = utils.overshoot(T_abs, SETPOINT) +rise_t = utils.rise_time(t, T_abs, SETPOINT) +settle_t = utils.settling_time(t, T_abs, SETPOINT) + +print(f"Overshoot: {overshoot_val:.2f} %") +print(f"Rise time: {rise_t:.2f} s") +print(f"Settling time: {settle_t:.2f} s") +print(f"Plot saved to: {output_path}") diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/compare_tuning.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/compare_tuning.py new file mode 100644 index 0000000..07fae59 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/compare_tuning.py @@ -0,0 +1,121 @@ +""" +compare_tuning.py +----------------- +Phase 3.5: Cohen-Coon auto-tuning and comparison with Ziegler-Nichols. + +1. Tunes the plant with both ZN and Cohen-Coon. +2. Simulates closed-loop step responses for each. +3. Overlays both responses on a single plot. +4. Prints a formatted metrics comparison table. +""" + +import os +import numpy as np +import matplotlib +matplotlib.use("Agg") # Non-interactive backend for file output +import matplotlib.pyplot as plt +import control + +from plant import ThermalPlant +from controller import PIDController +from tuner import ziegler_nichols_tune, cohen_coon_tune +from utils import overshoot, rise_time, settling_time + +# ---------------------------------------------------------------------- +# Parameters +# ---------------------------------------------------------------------- +SETPOINT = 60.0 +T_AMBIENT = 20.0 +T_SIM = 800.0 +STEP_MAG = SETPOINT - T_AMBIENT # 40 degrees C + +# ---------------------------------------------------------------------- +# 1. Instantiate plant and run both tuners +# ---------------------------------------------------------------------- +plant = ThermalPlant() + +zn = ziegler_nichols_tune(plant) +cc = cohen_coon_tune(plant) + +print("=" * 60) +print(f"Ziegler-Nichols PID: Kp={zn['Kp']:.4f}, Ki={zn['Ki']:.5f}, Kd={zn['Kd']:.4f}") +print(f"Cohen-Coon PID: Kp={cc['Kp']:.4f}, Ki={cc['Ki']:.5f}, Kd={cc['Kd']:.4f}") +print(f" (Kc={cc['Kc']:.4f}, tauI={cc['tauI']:.2f} s, tauD={cc['tauD']:.2f} s," + f" detuning factor={cc['detune_f']:.4f})") +print("=" * 60) + +# ---------------------------------------------------------------------- +# 2. Helper: build closed loop and simulate +# ---------------------------------------------------------------------- +def simulate_closed_loop(Kp, Ki, Kd): + """ + Build a unity-negative-feedback closed-loop system with the given + PID gains and simulate a step from ambient to setpoint. + + Returns + ------- + t : np.ndarray Time vector [s] + T_abs : np.ndarray Absolute temperature [degrees C] + """ + pid = PIDController(Kp, Ki, Kd) + Gp = plant.transfer_function() + Gc = pid.transfer_function() + G_ol = control.series(Gc, Gp) + G_cl = control.feedback(G_ol, 1, sign=-1) + t, y_dev = control.step_response(G_cl, T=T_SIM, T_num=2000) + T_abs = T_AMBIENT + STEP_MAG * np.real(y_dev) + return t, T_abs + + +t_zn, T_zn = simulate_closed_loop(zn["Kp"], zn["Ki"], zn["Kd"]) +t_cc, T_cc = simulate_closed_loop(cc["Kp"], cc["Ki"], cc["Kd"]) + +# ---------------------------------------------------------------------- +# 3. Plot both responses on the same axes +# ---------------------------------------------------------------------- +fig, ax = plt.subplots(figsize=(10, 6)) + +ax.plot(t_zn, T_zn, linewidth=2, color="#1f77b4", label="Ziegler-Nichols") +ax.plot(t_cc, T_cc, linewidth=2, color="#ff7f0e", label="Cohen-Coon") +ax.axhline(SETPOINT, color="grey", linewidth=1.5, + linestyle="--", label=f"Setpoint {SETPOINT:.0f} deg C") + +ax.set_xlabel("Time (s)", fontsize=13) +ax.set_ylabel("Temperature (deg C)", fontsize=13) +ax.set_title("ZN vs Cohen-Coon Tuning Comparison", + fontsize=14, fontweight="bold") +ax.legend(fontsize=11) +ax.grid(True, linestyle="--", alpha=0.6) +ax.set_xlim(t_zn[0], t_zn[-1]) + +fig.tight_layout() + +plots_dir = os.path.join(os.path.dirname(__file__), "plots") +os.makedirs(plots_dir, exist_ok=True) +output_path = os.path.join(plots_dir, "tuning_comparison.png") +fig.savefig(output_path, dpi=150) +plt.close(fig) + +print(f"Plot saved to: {output_path}") + +# ---------------------------------------------------------------------- +# 4. Compute metrics for both methods +# ---------------------------------------------------------------------- +os_zn = overshoot(T_zn, SETPOINT) +rt_zn = rise_time(t_zn, T_zn, SETPOINT) +st_zn = settling_time(t_zn, T_zn, SETPOINT) + +os_cc = overshoot(T_cc, SETPOINT) +rt_cc = rise_time(t_cc, T_cc, SETPOINT) +st_cc = settling_time(t_cc, T_cc, SETPOINT) + +# ---------------------------------------------------------------------- +# 5. Print formatted comparison table +# ---------------------------------------------------------------------- +col_w = 18 +print() +print(f"{'Metric':<24} {'Ziegler-Nichols':>{col_w}} {'Cohen-Coon':>{col_w}}") +print("-" * (24 + col_w * 2 + 2)) +print(f"{'Overshoot (%)':<24} {os_zn:>{col_w}.2f} {os_cc:>{col_w}.2f}") +print(f"{'Rise time (s)':<24} {rt_zn:>{col_w}.2f} {rt_cc:>{col_w}.2f}") +print(f"{'Settling time (s)':<24} {st_zn:>{col_w}.2f} {st_cc:>{col_w}.2f}") diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/controller.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/controller.py new file mode 100644 index 0000000..2edb5a8 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/controller.py @@ -0,0 +1,44 @@ +""" +controller.py +------------- +Ideal PID controller as a Laplace-domain transfer function. + + Ki +Gc(s) = Kp + ── + Kd·s = (Kd·s² + Kp·s + Ki) / s + s + +No derivative filter and no anti-windup — pure ideal PID. +""" + +import control + + +class PIDController: + """ + Ideal PID controller. + + Parameters + ---------- + Kp : float Proportional gain (default 1.0) + Ki : float Integral gain (default 0.0) + Kd : float Derivative gain (default 0.0) + """ + + def __init__(self, Kp: float = 1.0, Ki: float = 0.0, Kd: float = 0.0) -> None: + self.Kp = Kp + self.Ki = Ki + self.Kd = Kd + + def transfer_function(self) -> control.TransferFunction: + """ + Return the ideal PID transfer function: + + Gc(s) = (Kd·s² + Kp·s + Ki) / s + + Returns + ------- + control.TransferFunction + """ + numerator = [self.Kd, self.Kp, self.Ki] # Kd·s² + Kp·s + Ki + denominator = [1.0, 0.0] # s + return control.TransferFunction(numerator, denominator) diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/main.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/main.py new file mode 100644 index 0000000..cb04b43 --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/main.py @@ -0,0 +1,71 @@ +""" +main.py +------- +Entry point for the Phase 1 open-loop step response simulation. + +Instantiates the ThermalPlant, runs a 0→100 % heater step, and saves +a publication-quality plot to plots/open_loop_response.png. +""" + +import os +import numpy as np +import matplotlib +matplotlib.use("Agg") # Non-interactive backend for file output +import matplotlib.pyplot as plt + +from plant import ThermalPlant + + +def main() -> None: + # ------------------------------------------------------------------ + # 1. Instantiate plant with default parameters + # ------------------------------------------------------------------ + plant = ThermalPlant(K=1.5, tau=200.0, theta=20.0, T_amb=20.0) + + # ------------------------------------------------------------------ + # 2. Run open-loop step response: heater 0 → 100 % + # ------------------------------------------------------------------ + t, T = plant.step_response(u_step=100.0, t_end=800.0, dt=0.5) + + # ------------------------------------------------------------------ + # 3. Steady-state reference + # ------------------------------------------------------------------ + T_ss = plant.T_amb + plant.K * 100.0 # 20 + 1.5 * 100 = 170 °C + + # ------------------------------------------------------------------ + # 4. Publication-quality plot + # ------------------------------------------------------------------ + fig, ax = plt.subplots(figsize=(10, 5)) + + ax.plot(t, T, linewidth=2, color="#1f77b4", label="Plant output T(t)") + ax.axhline(T_ss, color="#d62728", linewidth=1.5, + linestyle="--", label=f"Steady-state {T_ss:.1f} °C") + + ax.set_xlabel("Time (s)", fontsize=13) + ax.set_ylabel("Temperature (°C)", fontsize=13) + ax.set_title("Open-Loop Step Response (Heater 0→100%)", fontsize=14, fontweight="bold") + ax.legend(fontsize=11) + ax.grid(True, linestyle="--", alpha=0.6) + ax.set_xlim(t[0], t[-1]) + ax.set_ylim(plant.T_amb - 5, T_ss + 10) + + fig.tight_layout() + + # ------------------------------------------------------------------ + # 5. Save figure + # ------------------------------------------------------------------ + plots_dir = os.path.join(os.path.dirname(__file__), "plots") + os.makedirs(plots_dir, exist_ok=True) + output_path = os.path.join(plots_dir, "open_loop_response.png") + fig.savefig(output_path, dpi=150) + plt.close(fig) + + # ------------------------------------------------------------------ + # 6. Summary + # ------------------------------------------------------------------ + print(f"Steady-state temperature: {T_ss:.1f} °C") + print(f"Plot saved to: {output_path}") + + +if __name__ == "__main__": + main() diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plant.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plant.py new file mode 100644 index 0000000..2f0f47a --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/plant.py @@ -0,0 +1,96 @@ +""" +plant.py +-------- +Thermal plant model as a first-order-plus-dead-time (FOPDT) transfer function. + +Transfer function (deviation form): + K * e^(-theta * s) + G(s) = ───────────────────── + tau * s + 1 + +Dead time is approximated with a 2nd-order Padé expansion. +Absolute temperature: T(t) = T_amb + G(s) * u(t) +""" + +import numpy as np +import control + + +class ThermalPlant: + """ + First-order thermal plant with dead time. + + Parameters + ---------- + K : float Steady-state gain [°C / % heater power] + tau : float Time constant [s] + theta : float Dead time [s] + T_amb : float Ambient temperature [°C] + """ + + def __init__(self, K: float = 1.5, tau: float = 200.0, + theta: float = 20.0, T_amb: float = 20.0) -> None: + self.K = K + self.tau = tau + self.theta = theta + self.T_amb = T_amb + + # ------------------------------------------------------------------ + def transfer_function(self) -> control.TransferFunction: + """ + Build and return the full transfer function G(s), with the dead + time represented by a 2nd-order Padé approximation. + + Returns + ------- + control.TransferFunction + """ + # --- First-order lag: K / (tau*s + 1) --- + lag = control.TransferFunction([self.K], [self.tau, 1.0]) + + # --- 2nd-order Padé approximation for e^(-theta*s) --- + num_pade, den_pade = control.pade(self.theta, n=2) + pade_tf = control.TransferFunction(num_pade, den_pade) + + # --- Series combination: G(s) = lag * pade --- + G = control.series(lag, pade_tf) + return G + + # ------------------------------------------------------------------ + def step_response(self, u_step: float = 100.0, + t_end: float = 800.0, + dt: float = 0.5): + """ + Simulate the open-loop step response: heater jumps from 0 to + *u_step* at t = 0. + + Parameters + ---------- + u_step : float Heater power step size [%] (clamped to [0, 100]) + t_end : float Simulation end time [s] + dt : float Time step [s] + + Returns + ------- + t : np.ndarray Time vector [s] + T : np.ndarray Absolute temperature [°C] + """ + # Clamp heater command + u_step = float(np.clip(u_step, 0.0, 100.0)) + + # Build time vector + t = np.arange(0.0, t_end + dt, dt) + + # Step input signal (deviation from 0 %) + u = np.full_like(t, u_step) + + # Get transfer function + G = self.transfer_function() + + # Simulate forced response + t_out, y_out = control.forced_response(G, T=t, U=u) + + # Convert to absolute temperature; 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+numpy>=1.24 +scipy>=1.10 +matplotlib>=3.7 +control>=0.9 diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/tuner.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/tuner.py new file mode 100644 index 0000000..8877d1d --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/tuner.py @@ -0,0 +1,213 @@ +""" +tuner.py +-------- +Automatic PID tuning methods. + +Functions +--------- +ziegler_nichols_tune(plant) + Ziegler-Nichols ultimate gain method -- uses the plant's frequency + response (gain margin / phase-crossover frequency) to derive Ku and Tu, + then applies the classic ZN rules. + +cohen_coon_tune(plant) + Cohen-Coon method -- uses the plant's FOPDT parameters (K, tau, theta) + directly to compute PID gains. Includes an automatic robustness check: + if the Pade-approximated closed loop is unstable (a known artifact of + pure-derivative terms interacting with Pade RHP zeros), the gains are + scaled down iteratively until the closed loop is stable with adequate + gain margin. +""" + +import numpy as np +import control + + +# ====================================================================== +# Ziegler-Nichols Ultimate Gain Method +# ====================================================================== + +def ziegler_nichols_tune(plant) -> dict: + """ + Compute Ziegler-Nichols PID gains for *plant*. + + Parameters + ---------- + plant : ThermalPlant + An instance of ThermalPlant (or any object with a + ``transfer_function()`` method returning a SISO LTI system). + + Returns + ------- + dict with keys: + Ku - ultimate (critical) gain [float] + Tu - ultimate period [float, seconds] + Kp - proportional gain [float] + Ki - integral gain [float] + Kd - derivative gain [float] + """ + # ------------------------------------------------------------------ + # 1. Obtain plant transfer function and compute stability margins + # ------------------------------------------------------------------ + Gp = plant.transfer_function() + + # control.margin returns (gm, pm, w_p, w_g) + # gm - gain margin (linear, not dB) + # pm - phase margin (degrees) + # w_p - phase-crossover frequency, where angle(G) = -180 [rad/s] + # w_g - gain-crossover frequency, where |G| = 1 [rad/s] + gm, pm, w_p, w_g = control.margin(Gp) + + # ------------------------------------------------------------------ + # 2. Guard: infinite or NaN gain margin -> fallback defaults + # ------------------------------------------------------------------ + if gm is None or not np.isfinite(gm) or np.isnan(gm): + print("Gain margin infinite; using default Ku=5, Tu=200 for tuning.") + Ku = 5.0 + Tu = 200.0 + else: + Ku = float(gm) + Tu = float(2.0 * np.pi / w_p) + + # ------------------------------------------------------------------ + # 3. Ziegler-Nichols PID rules + # ------------------------------------------------------------------ + Kp = 0.6 * Ku + Ki = 2.0 * Kp / Tu + Kd = Kp * Tu / 8.0 + + return { + "Ku": Ku, + "Tu": Tu, + "Kp": float(Kp), + "Ki": float(Ki), + "Kd": float(Kd), + } + + +# ====================================================================== +# Cohen-Coon Method +# ====================================================================== + +def cohen_coon_tune(plant) -> dict: + """ + Compute Cohen-Coon PID gains for *plant* using its FOPDT parameters. + + The Cohen-Coon method works directly from the plant's steady-state + gain (K), time constant (tau), and dead time (theta), making it + independent of frequency-response calculations. It typically produces + lower overshoot than Ziegler-Nichols for FOPDT processes. + + Formulas (ideal PID form) + ------------------------- + r = theta / tau + Kc = (1/K) * (1.35 * (tau/theta) + 0.27) + tauI = tau * (32 + 6r) / (13 + 8r) + tauD = tau * 4 / (11 + 2r) + + Converting to standard gains: + Kp = Kc + Ki = Kc / tauI + Kd = Kc * tauD + + Robustness note + --------------- + When the plant dead time is approximated by a Pade expansion (as in + this project), the resulting RHP zeros can interact with a large Kd + and destabilise the closed loop -- even though the Cohen-Coon formulas + are mathematically correct for the true FOPDT plant. This function + therefore performs a closed-loop stability check after computing the + raw gains and, if necessary, scales all three gains down by a common + factor f until the system is stable with an adequate gain margin. + The scaling preserves the ratio Kp:Ki:Kd (i.e. tauI and tauD are + unchanged), so the closed-loop character remains Cohen-Coon in nature. + + Parameters + ---------- + plant : ThermalPlant + Must expose ``plant.K``, ``plant.tau``, and ``plant.theta``. + + Returns + ------- + dict with keys: + Kp - proportional gain [float] + Ki - integral gain [float] + Kd - derivative gain [float] + Kc - raw Cohen-Coon controller gain (before any detuning) + tauI - integral time constant [float, seconds] + tauD - derivative time constant [float, seconds] + detune_f - detuning factor applied [float] (1.0 = no detuning) + """ + from controller import PIDController + + K_plant = float(plant.K) + tau = float(plant.tau) + theta = float(plant.theta) + + # ------------------------------------------------------------------ + # Edge-case guard: avoid division by zero if theta is negligibly small + # ------------------------------------------------------------------ + if theta < 1e-9: + print("Warning: dead time theta ~= 0; Cohen-Coon requires theta > 0. " + "Returning conservative defaults.") + return {"Kp": 1.0, "Ki": 0.01, "Kd": 0.0, + "Kc": 1.0, "tauI": 100.0, "tauD": 0.0, "detune_f": 1.0} + + # ------------------------------------------------------------------ + # Cohen-Coon PID formulas (ideal form) + # ------------------------------------------------------------------ + r = theta / tau + + Kc = (1.0 / K_plant) * (1.35 * (tau / theta) + 0.27) + tauI = tau * (32.0 + 6.0 * r) / (13.0 + 8.0 * r) + tauD = tau * 4.0 / (11.0 + 2.0 * r) + + Kp_raw = float(Kc) + Ki_raw = float(Kc / tauI) + Kd_raw = float(Kc * tauD) + + # ------------------------------------------------------------------ + # Robustness check: verify closed-loop stability with Pade plant. + # If unstable, binary-search for the largest detuning factor f in + # (0, 1] that yields a stable closed loop, then apply a 15 % safety + # margin (f_use = f_boundary * 0.85). + # ------------------------------------------------------------------ + Gp = plant.transfer_function() + + def _is_stable(f: float) -> bool: + pid = PIDController(Kp_raw * f, Ki_raw * f, Kd_raw * f) + Gc = pid.transfer_function() + G_cl = control.feedback(control.series(Gc, Gp), 1, sign=-1) + poles = control.poles(G_cl) + return all(p.real <= 0 for p in poles) + + if _is_stable(1.0): + # Raw CC gains are stable -- use them directly + detune_f = 1.0 + else: + # Binary search for stability boundary + print("Cohen-Coon: raw gains unstable with Pade plant model; " + "applying automatic detuning to restore stability.") + lo_f, hi_f = 0.0, 1.0 + for _ in range(60): # 60 iterations -> precision ~1e-18 + mid = (lo_f + hi_f) / 2.0 + if _is_stable(mid): + lo_f = mid + else: + hi_f = mid + # Apply 15 % safety margin below the stability boundary + detune_f = lo_f * 0.85 + + Kp = Kp_raw * detune_f + Ki = Ki_raw * detune_f + Kd = Kd_raw * detune_f + + return { + "Kp": float(Kp), + "Ki": float(Ki), + "Kd": float(Kd), + "Kc": float(Kc), + "tauI": float(tauI), + "tauD": float(tauD), + "detune_f": float(detune_f), + } diff --git a/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/utils.py b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/utils.py new file mode 100644 index 0000000..a9586cf --- /dev/null +++ b/snippets/1023_AIAssistedPIDTuning/thermal_pid_tuner/utils.py @@ -0,0 +1,114 @@ +""" +utils.py +-------- +Performance metric functions for closed-loop PID evaluation. + +All functions accept 1-D NumPy arrays and return a single float. +""" + +import numpy as np + + +def overshoot(y: np.ndarray, setpoint: float) -> float: + """ + Percentage overshoot relative to the setpoint. + + Returns (max(y) - setpoint) / setpoint * 100. + Returns 0.0 if the output never exceeds the setpoint. + + Parameters + ---------- + y : np.ndarray 1-D output signal + setpoint : float Target value + + Returns + ------- + float Overshoot in % + """ + y = np.asarray(y, dtype=float) + peak = float(np.max(y)) + if peak <= setpoint: + return 0.0 + return (peak - setpoint) / setpoint * 100.0 + + +def rise_time(t: np.ndarray, y: np.ndarray, setpoint: float, + low: float = 0.1, high: float = 0.9) -> float: + """ + Time for the output to rise from (low * setpoint) to (high * setpoint). + + Finds the first crossing of each threshold and returns t_high - t_low. + Returns float('inf') if either threshold is never crossed. + + Parameters + ---------- + t : np.ndarray Time vector [s] + y : np.ndarray 1-D output signal + setpoint : float Target value + low : float Lower threshold as a fraction of setpoint (default 0.1) + high : float Upper threshold as a fraction of setpoint (default 0.9) + + Returns + ------- + float Rise time in seconds + """ + t = np.asarray(t, dtype=float) + y = np.asarray(y, dtype=float) + + low_val = setpoint * low + high_val = setpoint * high + + # First index where y >= low_val + low_idx = np.where(y >= low_val)[0] + if len(low_idx) == 0: + return float("inf") + + # First index where y >= high_val + high_idx = np.where(y >= high_val)[0] + if len(high_idx) == 0: + return float("inf") + + t_low = float(t[low_idx[0]]) + t_high = float(t[high_idx[0]]) + return t_high - t_low + + +def settling_time(t: np.ndarray, y: np.ndarray, + setpoint: float, band: float = 0.02) -> float: + """ + Smallest time t_s such that |y(t) - setpoint| <= band * setpoint + for all t >= t_s. + + Searches backwards from the end of the array for efficiency. + Returns float('inf') if the signal never settles within the simulation. + + Parameters + ---------- + t : np.ndarray Time vector [s] + y : np.ndarray 1-D output signal + setpoint : float Target value + band : float Tolerance as a fraction of setpoint (default 0.02 = 2 %) + + Returns + ------- + float Settling time in seconds + """ + t = np.asarray(t, dtype=float) + y = np.asarray(y, dtype=float) + + threshold = band * abs(setpoint) + within_band = np.abs(y - setpoint) <= threshold + + # Walk backwards to find the last index where signal is OUTSIDE the band + outside_indices = np.where(~within_band)[0] + if len(outside_indices) == 0: + # Always within band — settled from the start + return float(t[0]) + + last_outside = outside_indices[-1] + + # If the very last sample is still outside, it never settled + if last_outside >= len(t) - 1: + return float("inf") + + return float(t[last_outside + 1]) From 5d604c344361aa246d75866bad4a62ffa9c93b42 Mon Sep 17 00:00:00 2001 From: MohamadChar Date: Tue, 30 Jun 2026 15:30:25 +0200 Subject: [PATCH 8/8] Add case study: AI for Generating Robot Models --- .../image/3dof_arm.png | Bin 0 -> 233873 bytes .../image/6dof_arm.png | Bin 0 -> 256680 bytes .../image/diffrobot_model_rviz.png | Bin 0 -> 44443 bytes .../image/mobile_manipulator.png | Bin 0 -> 306006 bytes .../image/mobile_robot_camera.png | Bin 0 -> 218141 bytes .../image/mobile_robot_lidar.png | Bin 0 -> 239765 bytes .../1026_AIforGeneratingRobotModels/index.md | 195 +++++++++ .../robot_models/01_mobile_robot_lidar.urdf | 133 ++++++ .../robot_models/02_mobile_robot_camera.urdf | 131 ++++++ .../robot_models/03_3dof_arm.urdf | 109 +++++ .../robot_models/04_6dof_arm.urdf | 172 ++++++++ .../robot_models/05_6dof_arm_improved.urdf | 181 ++++++++ .../06_mobile_robot_6dof_manipulator.urdf | 392 ++++++++++++++++++ 13 files changed, 1313 insertions(+) create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/3dof_arm.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/6dof_arm.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/diffrobot_model_rviz.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/mobile_manipulator.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/mobile_robot_camera.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/image/mobile_robot_lidar.png create mode 100644 snippets/1026_AIforGeneratingRobotModels/index.md create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/01_mobile_robot_lidar.urdf create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/02_mobile_robot_camera.urdf create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/03_3dof_arm.urdf create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/04_6dof_arm.urdf create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/05_6dof_arm_improved.urdf create mode 100644 snippets/1026_AIforGeneratingRobotModels/robot_models/06_mobile_robot_6dof_manipulator.urdf diff --git a/snippets/1026_AIforGeneratingRobotModels/image/3dof_arm.png b/snippets/1026_AIforGeneratingRobotModels/image/3dof_arm.png new file mode 100644 index 0000000000000000000000000000000000000000..813781114ea06aa5ec5deb05d706c4fde694dd57 GIT binary patch literal 233873 zcmYhi1yoe;7cLBBn3h ztGjv6ws*s_S07r~{&bp$)+m()-KiCRsr&eyH{SmaRTGz%DQ`aVn(^~)ny9ww93rZp8xkmjr-K}mnDp0TW;)O zhGUB3OSIXrPT;ybgyvM!XZ2i)67+F?*^I<*-}e0b$002v6RT7ZJ769I{8lPJo*oR0 zf~+Y^O8U&md8oXc(b%27^eIYoEAQhfPpqY*Y0>LaK*cG7fFFmnHF+4Y4A^XC5P$}MgE zSfZ2e=90Fd@+z+SVze~#ne`^`l5@85E6AFOn%3$c?ov@b{?Tu# z#4$FqdoBoJ8s@-kMp^ne;DsLC)&8u&Cvk)Ucyg-n&zXrKMIT1G2)nh4e5{=>=Ay=(R6mx)1=l2-#of-#pcJr*419+@UuxNhUI^CJ62iu63Y z8o#y20et~tL9TF?Ncd)=C9dpgxR>;B;6Q2P}|-r(BdEKXrGnVEQz;<7v9 z^ogC1&4#JXKhe_wH3i{6<Xp&U-7_tL?2?0tLpu< znJ)2q&gacOfKBIH@1LAV85~ZFN3gfsxyzf0PNhyxdfzQtDC!^Fj(pNL zYc8mzd(FD{X|#zJZDDzoso_A(Ss>~%6)o|Re3jQ}NW_Lu*?kBnb#lZpdBzO6{fMN-%PbZ2t-fd(F4C*3<3%-;vb=KT z|Kl;$=cMLew=Cfk6RK`szb*vx*K3+fS+Lw2rDwn^7TFynbNuMMxkj{9N7kIyg$zSO zY*JiT9dOi|63}Lh-e~-isFY`R|IB9UI{5Z3a?0miPigMR$640QN}Attuce?$0+#Ii zW$j3wTaUEG5EN?dGnpvsBrrx`wab~qn`-I*V5IiBzQjMc(=ylGc%5L&AqP zZR<;N$c+oweCktfn&;{oLTNIvhcaZx9D0a((86Y+!< zfuf=!F$G2M`Z^U5V0U^9>+0&L|0sZ8Wr7Vy6^oAW|Bu%w4M@0GFw{E;BYwX zx%`X4s!7|23SWN%l5cvT41dg9m30tV%_R?RNLcbtTj8(;*{f}7AP$2~2a-la5=a5R zXHw?FHE%+pyH}Ot5hF8$Xz)j#NN~SN>D{y?Q2OhS8L!GWHCvs2XPiDZMBBJdmB9Sl z+l2h>W~&R<#s1^bUd9!94MqI5YoFlWvv?sy8OC$3?aNNA=elDr={^B#M^2&U!QjC#0-crNL%9N1V(dX<{yZOi6ynQlY~1<-9iUT@+K{`z-0-Q zF}0~W#t&&L>G&0EH8FpQRFw$J?Rti9dtjbyacN()mb^HbX|j_o2jnjk(0U(d zbSN~`5Y>Hpry*;J1)-!8X1n!P2Jtz`0@ub%`F}hTe z)GT6>&v)_fuf)xk9X=n-{IajccaLSA&(WCB^Ug508b6NW7q}`+mG0@wW_&4smu8lz zn3&)(uQ!Hv4ndW|+Y3k>@pTzR!>sy~O6GWMjVy8(dHYe>|M{P}#y#rUOT!0MIm8BM zTg0PKLDJpTijPd?0U^PS8&Rn>eY(Ttq{1F%4GO-(2i`W-_rSe#lRnQH*6*;ADl zGF&lz6J40GP9DgWcQioGHqtVA^j%?~R2Wmj>Nhja)HTXr=D zxmY22%+S8AkRDSY?O_Wd8N3RWd|2;>ZUQ}4?vGfmnAsn0 z8%HIa1*BgS3o*EgeiS2Br8nSt-237!TokIBOjRdn4XrImqxdE?03cA3#!rVe2yiYS zK79s)(;tQ2DJknRbxp$J;$#V2-JiO+r$$8_&!9K@>&c#Xp0E8}C zv!-U*Vi3P7B3F$mSFI>4UaIE|lNLLYKe)^bPv~5H_R`ixGsDmgFJYz^ za10i04wcD0w<&4!QPXSdZqeJ9I?Vl@p68I9oE)P-Ke4hB>Bi4CR<1|WxI8nnQzTTA zm-k|;H}cZUe)lUMLtd%8WL-3XR4?3|H+zqo|0tjWD0TmY`*ayUlAg4h&`|ZfPNOxm zkeKh-AUCS*wNQ>CF?pF+V2QydUM3xemIqxL21hvLxRj5nfJiAJ_59jqu zaZy?O-#{p7vTnt;IpgWzjFd=xj70h|aT^iCd##yYMGdlVkT~(Cti(z<@LG9?)`c0~ zw*}BNHhq-R;$nbGgh=ObuTT+T1P-sMl-Dvl7@J>m&QX4@(rg(JJ8s)4ZK?)F#7y_`ggBi0)affHmxdA zE-#Z21K6VQL;K~)N&k(FjqKSnR9aeEV6o#|W$QlE5ti5>Zf@k+R%RUbp++VPfDhY0 zF%8uRgWtBvL944q@IP;}CtujoTGUT;+x^BWBIdsXV+}tD9FvU)zb}?a&c_+y`lX7O z=8h`vEr5IIgX2_O`?s)v;r;S4kuw_`n+ieRwu#;0AFE?qYioc5NNJmsv6cOCIQ5q! zo7RPGD<|2}Hk)~TZn2i>8Am&U2o}aa>?nPMgrG`dhpm2Rd-fJvONpqWWHdiwf+ z9jZ^mX1)NS6##octZz@RAPbcors%0tnBwZ*a#j`^S1%#}Kn;MlxfF+*X5BU|NI?IE zo^T-aFq7d8kC=bhKRldeASJ~0j2S^ms9z$mjPDrVV#vrwlgnE~r4D=U){GAmP^N

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This is the standard ROS navigation-stack convention and makes the file easier to drop into RViz/move_base/Nav2 setups later. +Camera — converted from fully fixed to a pan-tilt mount: new camera_pan_link (revolute, ±60° about z) carries camera_body (revolute, ±45° about y) which still carries camera_lens exactly as before. This lets the camera track the arm/gripper or scan independently of chassis heading. +LIDAR — added a new lidar_link (simple cylinder, sensor_black material) fixed to the rear-top of the chassis at x=-0.10, z=0.08, giving the navigation sensor an unobstructed scan plane clear of the arm. +``` + +The model could detect weaknesses in the robot structure and implement its improvement suggestions successfully. It was also able to resize the robot manipulator for reachability. In addition, it implemented a virtual link called "base_footprint" which is needed in a various robotics applications like mapping using "SLAM". + +![Mobile Manipulator](image/mobile_manipulator.png) + +--- + +## Summary & Conclusion +All things considered, Sonnet 4.6 (Medium effort, with Thinking enabled) produced structurally and kinematically sound URDF files across all three complexity tiers, handling link/joint trees, joint typing, and – most importantly – combining two independently generated sub-systems into a single cohesive mobile manipulator without naming collisions or broken transforms. The model's ability to self-diagnose weaknesses (such as workspace reachability, stability, and sensor placement) and translate that feedback into structural fixes – such as adopting standard ROS conventions like the base_footprint root link without explicit instruction – was its strongest demonstration. However, the model consistently struggled with judgment at the parameter level rather than structure: joint limit ranges, self-collision boundaries, and end-effector travel ranges all needed to be manually inspected and corrected because the model lacks an understanding of how a particular robot should physically appear or move in relation to its components. + +**Author:** Charaf Mohamad \ No newline at end of file diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/01_mobile_robot_lidar.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/01_mobile_robot_lidar.urdf new file mode 100644 index 0000000..3b22148 --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/01_mobile_robot_lidar.urdf @@ -0,0 +1,133 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/02_mobile_robot_camera.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/02_mobile_robot_camera.urdf new file mode 100644 index 0000000..9df682c --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/02_mobile_robot_camera.urdf @@ -0,0 +1,131 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/03_3dof_arm.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/03_3dof_arm.urdf new file mode 100644 index 0000000..7e76da2 --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/03_3dof_arm.urdf @@ -0,0 +1,109 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/04_6dof_arm.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/04_6dof_arm.urdf new file mode 100644 index 0000000..063be47 --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/04_6dof_arm.urdf @@ -0,0 +1,172 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/05_6dof_arm_improved.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/05_6dof_arm_improved.urdf new file mode 100644 index 0000000..07fda24 --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/05_6dof_arm_improved.urdf @@ -0,0 +1,181 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/snippets/1026_AIforGeneratingRobotModels/robot_models/06_mobile_robot_6dof_manipulator.urdf b/snippets/1026_AIforGeneratingRobotModels/robot_models/06_mobile_robot_6dof_manipulator.urdf new file mode 100644 index 0000000..54857ed --- /dev/null +++ b/snippets/1026_AIforGeneratingRobotModels/robot_models/06_mobile_robot_6dof_manipulator.urdf @@ -0,0 +1,392 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

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