{ "cells": [ { "cell_type": "markdown", "id": "d0d63bbc-222a-4490-bb5e-2352c420210d", "metadata": {}, "source": [ "# Actinometry" ] }, { "cell_type": "markdown", "id": "7aaae346-51f6-476c-b1c1-db896e00cd69", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Load Experimental Actinometry Data\n", "\n", "We begin by importing the required library and loading the actinometry measurement data from a CSV file. The dataset is stored in `exp_data` for further analysis\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "fa46c741-f0cf-42ff-9e69-aca2f75a0ee5", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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The dataset contains different types of measurements:\n", "- **\"zero\"**: baseline measurements,\n", "- **\"static\"**: background noise or dark reference,\n", "- **Other types**: actual actinometry measurements over time.\n", "\n", "We extract these components, convert timestamps, and compute the absorbance spectrum using the formula:\n", "\n", "$$A(\\lambda) = -\\log_{10} \\left( \\frac{I(\\lambda) - I_{\\text{static}}(\\lambda)}{I_{\\text{zero}}(\\lambda) - I_{\\text{static}}(\\lambda)} \\right)$$\n", "\n", "This normalization corrects for both dark current and reference intensity variations.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "29eff03c-6da6-4359-9cfd-404a44fe75a8", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "import numpy as np # NumPy for numerical operations\n", "\n", "# Extract intensity data excluding 'zero' and 'static' types\n", "intensities = np.array(\n", " exp_data[(exp_data[\"type\"] != \"zero\") & (exp_data[\"type\"] != \"static\")].iloc[:, 3:], \n", " dtype=np.float64\n", ")\n", "\n", "# Extract static (dark) reference spectrum\n", "static = np.array(\n", " exp_data[exp_data[\"type\"] == \"static\"].iloc[:, 3:], \n", " dtype=np.float64\n", ")[0]\n", "\n", "# Extract zero (reference light) spectrum\n", "zero = np.array(\n", " exp_data[exp_data[\"type\"] == \"zero\"].iloc[:, 3:], \n", " dtype=np.float64\n", ")[0]\n", "\n", "# Extract wavelengths from column names (assuming columns 3+ are spectral data)\n", "wavelengths = np.array(exp_data.columns[3:], dtype=np.float64)\n", "\n", "# Convert timestamp strings to seconds since the first measurement\n", "timestamps = pd.to_datetime(\n", " exp_data[\"timestamp\"][(exp_data[\"type\"] != \"zero\") & (exp_data[\"type\"] != \"static\")]\n", ")\n", "timestamps = np.array((timestamps - timestamps.iloc[0]).dt.total_seconds())\n", "\n", "# Function to compute absorbance spectrum\n", "def compute_absorbance(intensities: np.ndarray, static: np.ndarray, zero: np.ndarray) -> np.ndarray:\n", " EPS = 1e-12 # Small epsilon to avoid division by zero or log of zero\n", " num = intensities - static\n", " den = np.maximum(zero - static, EPS) # Ensure denominator is not zero\n", " absorbance = -np.log10(np.maximum(num / den, EPS)) # Log transform with safety check\n", " return absorbance\n", "\n", "# Calculate absorbance for each measurement\n", "absorbance = compute_absorbance(intensities, static, zero)\n" ] }, { "cell_type": "markdown", "id": "ec35f12d-c006-4028-8403-9e53c98fc084", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Visualizing Spectral Intensity and Absorbance\n", "\n", "This figure provides a comprehensive view of the actinometry data:\n", "\n", "1. **Left Panel**: Raw intensity spectra at three time points, along with the static and zero references.\n", "2. **Middle Panel**: Corresponding absorbance spectra at the same time points, showing how absorption evolves over time.\n", "3. **Right Panel**: Absorbance at two key wavelengths (505 nm and 562 nm) plotted as a function of time, highlighting dynamic changes in the sample.\n", "\n", "These plots help assess the stability and dynamics of the measured signals and the quality of the zero/static references.\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "3a163587-3332-4ece-9a17-0d98023efc29", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.cm as cm\n", "\n", "# Use a clean, readable plotting style\n", "plt.style.use(\"ggplot\")\n", "\n", "# Set up a figure with 3 subplots side by side\n", "fig, axs = plt.subplots(1, 3, figsize=(18, 5))\n", "fig.suptitle(\"Spectral Analysis\", fontsize=16)\n", "\n", "# === Plot 1: Raw Intensities ===\n", "# Show intensity at beginning, middle, and end of acquisition\n", "axs[0].plot(wavelengths, intensities[0, :], label=f\"I at t = {timestamps[0]:.0f} s\", linewidth=2)\n", "axs[0].plot(wavelengths, intensities[len(intensities)//2, :], label=f\"I at t = {timestamps[len(intensities)//2]:.0f} s\", linewidth=2)\n", "axs[0].plot(wavelengths, intensities[-1, :], label=f\"I at t = {timestamps[-1]:.0f} s\", linewidth=2)\n", "\n", "# Add static and zero reference spectra for comparison\n", "axs[0].plot(wavelengths, static, '--', label=\"Static\", linewidth=2)\n", "axs[0].plot(wavelengths, zero, '--', label=\"Zero\", linewidth=2)\n", "\n", "axs[0].set_title(\"Intensity over Wavelength\")\n", "axs[0].set_xlabel(\"Wavelength (nm)\")\n", "axs[0].set_ylabel(\"Intensity\")\n", "axs[0].legend()\n", "\n", "# Add major and minor grid for clarity\n", "axs[0].grid(True, which='major', linestyle='--', linewidth=0.6, color='gray', alpha=0.5, zorder=0)\n", "axs[0].minorticks_on()\n", "axs[0].grid(True, which='minor', linestyle=':', linewidth=0.3, color='lightgray', alpha=0.4, zorder=0)\n", "\n", "# === Plot 2: Absorbance Spectra ===\n", "# Show absorbance at beginning, middle, and end of acquisition\n", "axs[1].plot(wavelengths, absorbance[0, :], label=f\"t = {timestamps[0]:.0f} s\", linewidth=2)\n", "axs[1].plot(wavelengths, absorbance[len(absorbance)//2, :], label=f\"t = {timestamps[len(absorbance)//2]:.0f} s\", linewidth=2)\n", "axs[1].plot(wavelengths, absorbance[-1, :], label=f\"t = {timestamps[-1]:.0f} s\", linewidth=2)\n", "\n", "axs[1].set_title(\"Absorbance over Wavelength\")\n", "axs[1].set_xlabel(\"Wavelength (nm)\")\n", "axs[1].set_ylabel(\"Absorbance\")\n", "axs[1].set_ylim(-0.4, 2)\n", "axs[1].legend()\n", "\n", "# Grid setup\n", "axs[1].grid(True, which='major', linestyle='--', linewidth=0.6, color='gray', alpha=0.5, zorder=0)\n", "axs[1].minorticks_on()\n", "axs[1].grid(True, which='minor', linestyle=':', linewidth=0.3, color='lightgray', alpha=0.4, zorder=0)\n", "\n", "# === Plot 3: Absorbance vs Time at Key Wavelengths ===\n", "# Choose wavelengths of interest (e.g. peaks)\n", "WL = [505, 562]\n", "idxs = [np.argmin(np.abs(wavelengths - wl)) for wl in WL] # Find closest actual wavelength index\n", "\n", "# Plot absorbance vs time for selected wavelengths\n", "for i, idx in enumerate(idxs):\n", " axs[2].plot(timestamps, absorbance[:, idx], label=f\"{wavelengths[idx]:.0f} nm\", linewidth=2)\n", "\n", "axs[2].set_title(\"Absorbance over Time\")\n", "axs[2].set_xlabel(\"Time (s)\")\n", "axs[2].set_ylabel(\"Absorbance\")\n", "axs[2].legend()\n", "\n", "# Grid setup\n", "axs[2].grid(True, which='major', linestyle='--', linewidth=0.6, color='gray', alpha=0.5, zorder=0)\n", "axs[2].minorticks_on()\n", "axs[2].grid(True, which='minor', linestyle=':', linewidth=0.3, color='lightgray', alpha=0.4, zorder=0)\n", "\n", "# Adjust layout to prevent overlap\n", "plt.tight_layout(rect=[0, 0, 1, 0.95])\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "b5883f5a-97f8-4c12-ba15-ac00b3a10fd9", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Data Cleaning and Absorbance Subset Preparation\n", "\n", "This cell prepares the dataset for focused analysis by:\n", "\n", "- Selecting a narrow wavelength range (e.g. 560–565 nm)\n", "- Normalizing absorbance values\n", "- Removing unwanted time points (first spectrum and last 300)\n", "\n", "The resulting cleaned subset is suitable for targeted visualization or kinetic analysis.\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "2903f8e9-0a3e-4d7f-9aaa-f275d5f0f8ac", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# === USER PARAMETERS ===\n", "wavelength_range = [560, 565] # Wavelength range of interest (nm)\n", "remove_first = True # Whether to remove the first time point\n", "remove_last_n = 300 # Number of last time points to remove\n", "time_filter_indices = [0] + list(range(-300, 0))\n", "\n", "# === Select wavelength index range ===\n", "idx_range = np.argmin(np.abs(wavelengths[:, None] - wavelength_range), axis=0)\n", "\n", "# Extract absorbance data in selected range\n", "absorbance_subset = absorbance[:, idx_range[0]:idx_range[1]]\n", "absorbance_subset -= np.min(absorbance_subset) # Normalize (set min to 0)\n", "\n", "# Corresponding wavelengths\n", "wavelengths_subset = wavelengths[idx_range[0]:idx_range[1]]\n", "\n", "# === Filter time points ===\n", "# Build index list for rows to remove\n", "\n", "# Apply filtering\n", "absorbance_subset = np.delete(absorbance_subset, time_filter_indices, axis=0)\n", "timestamps_filtered = np.delete(timestamps, time_filter_indices)\n", "\n", "\n", "\n", "# --- Create 3 plots ---\n", "fig, axs = plt.subplots(1, 3, figsize=(18, 5))\n", "\n", "# === 1. Heatmap of absorbance over time and wavelength ===\n", "X, Y = np.meshgrid(timestamps_filtered, wavelengths_subset) # Create grids for contour plot\n", "contour = axs[0].contourf(X, Y, absorbance_subset.T, levels=30, cmap=\"coolwarm\")\n", "axs[0].set_title(\"Experimental Absorbance Data\")\n", "axs[0].set_xlabel(\"Time (s)\")\n", "axs[0].set_ylabel(\"Wavelength (nm)\")\n", "fig.colorbar(contour, ax=axs[0]) # Add colorbar to show absorbance scale\n", "\n", "# === 2. Mean absorbance over time ===\n", "mean_absorbance = np.mean(absorbance_subset, axis=1)\n", "axs[1].plot(timestamps_filtered, mean_absorbance,\n", " label=f\"Mean absorbance ({wavelengths_subset[0]:.0f}-{wavelengths_subset[-1]:.0f} nm)\",\n", " color='tab:blue')\n", "axs[1].set_title(\"Mean Absorbance Over Time\")\n", "axs[1].set_xlabel(\"Time (s)\")\n", "axs[1].set_ylabel(\"Absorbance\")\n", "axs[1].tick_params(axis=\"x\", rotation=45)\n", "axs[1].legend()\n", "axs[1].grid(True)\n", "\n", "# === 3. Compare start and end absorbance spectra ===\n", "axs[2].plot(wavelengths_subset, absorbance_subset[0, :], label=\"Spectrum at $t=0$\", color='red')\n", "axs[2].plot(wavelengths_subset, absorbance_subset[-1, :], label=\"Spectrum at $t=end$\", color='blue')\n", "axs[2].set_title(\"Absorbance Spectra\")\n", "axs[2].set_xlabel(\"Wavelength (nm)\")\n", "axs[2].set_ylabel(\"Absorbance\")\n", "axs[2].legend()\n", "axs[2].grid(True)\n", "\n", "# Improve layout spacing\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e2f7870d-e3d5-4fa0-b82f-2a93e32bda1a", "metadata": {}, "source": [ "## Kinetic Modeling and LED Power Estimation\n", "\n", "This section fits the photokinetics model to the experimental concentration curve derived from absorbance data, to estimate the effective LED power.\n", "\n", "- Assumes first-order photon absorption\n", "- Uses `scipy.integrate.solve_ivp` for integration\n", "- Fits using `curve_fit` with LED power as a free parameter\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "03eea991-85b8-485f-83fd-77c7f9916b95", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Quantum Yield (QY_CF2OF): 0.0235\n", "=== Starting curve fit ===\n", "\n", "=== Fit Results ===\n", "I_w (W): 0.010431 ± 0.000024\n", "Offset (M): 0.000000 ± 0.000000\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# === USER PARAMETERS ===\n", "wl = 505 # nm (LED wavelength)\n", "volume = 14e-4 # L\n", "l = 1 # cm (optical path length)\n", "eps_closed_505 = 0.6e4 # M^-1.cm^-1\n", "eps_closed_562 = 1.1e4 # M^-1.cm^-1\n", "I_w_initial_guess = 14.27e-3 # Initial guess (W)\n", "QY_CF2OF = np.power(10, -2.67 + 526 / wl) # Quantum yield estimation from literature\n", "\n", "print(f\"Quantum Yield (QY_CF2OF): {QY_CF2OF:.4f}\")\n", "\n", "from scipy.integrate import solve_ivp\n", "from scipy.optimize import curve_fit\n", "\n", "# === Physics constants ===\n", "h = 6.62607004e-34 # Planck constant (J.s)\n", "NA = 6.02214086e23 # Avogadro number (mol^-1)\n", "c_vacuum = 299792458 # m/s\n", "v = c_vacuum / (wl * 1e-9) # Frequency (Hz)\n", "\n", "# === Experimental concentration from absorbance ===\n", "C_exp = mean_absorbance / (eps_closed_562 * l)\n", "C0 = C_exp[0]\n", "\n", "# === ODE definition ===\n", "def dC_dt(t, C_closed, I_w):\n", " I_0 = I_w / (h * v * NA) / volume # Photon flux [mol photons / L]\n", " I_abs = I_0 * (1 - np.exp(-eps_closed_505 * C_closed * l * np.log(10)))\n", " return -QY_CF2OF * I_abs\n", "\n", "# === Fitting function wrapper ===\n", "def model(t, I_w, offset):\n", " sol = solve_ivp(dC_dt, [t[0], t[-1]], [C0], t_eval=t, args=(I_w,))\n", " if not sol.success:\n", " print(\"⚠️ ODE solver failed:\", sol.message)\n", " return np.full_like(t, np.nan)\n", " return sol.y[0] + offset\n", "\n", "# === Fit parameters ===\n", "initial_guess = (I_w_initial_guess, 0)\n", "bounds = ([0, -1], [100e-3, 1]) # Bounds for I_w and offset\n", "\n", "print(\"=== Starting curve fit ===\")\n", "popt, pcov = curve_fit(model, timestamps_filtered, C_exp, p0=initial_guess, bounds=bounds)\n", "uncertainties = np.sqrt(np.diag(pcov))\n", "\n", "# === Report fitted parameters ===\n", "print(\"\\n=== Fit Results ===\")\n", "params = [\"I_w (W)\", \"Offset (M)\"]\n", "for name, val, err in zip(params, popt, uncertainties):\n", " print(f\"{name}: {val:.6f} ± {err:.6f}\")\n", "\n", "# === Compute fitted curve ===\n", "fitted_values = model(timestamps_filtered, *popt)\n", "\n", "# === Plotting ===\n", "fig, axs = plt.subplots(1, 2, figsize=(15, 5))\n", "colors = [\"#81a3e8\", \"#f9955e\", \"m\"]\n", "\n", "# Plot: Concentration vs Time\n", "axs[0].plot(timestamps_filtered, C_exp, \"o\", color=colors[0], label=\"Experimental\", alpha=0.6)\n", "axs[0].plot(timestamps_filtered, fitted_values, \"-\", color=colors[2], label=f\"Model (I_w={popt[0]*1e3:.2f} mW)\")\n", "axs[0].set_title(\"Concentration Over Time\", fontsize=14, fontweight=\"bold\")\n", "axs[0].set_xlabel(\"Time (s)\")\n", "axs[0].set_ylabel(\"Concentration (M)\")\n", "axs[0].grid(True, linestyle=\"--\", alpha=0.5)\n", "axs[0].legend()\n", "\n", "# Plot: Relative Error\n", "relative_error = (C_exp - fitted_values) * 100 / C_exp\n", "axs[1].plot(timestamps_filtered, relative_error, \"1\", color=colors[1], label=\"Relative Error (%)\", alpha=0.8)\n", "axs[1].set_title(\"Relative Error\", fontsize=14, fontweight=\"bold\")\n", "axs[1].set_xlabel(\"Time (s)\")\n", "axs[1].set_ylabel(\"Error (%)\")\n", "axs[1].grid(True, linestyle=\"--\", alpha=0.5)\n", "axs[1].legend()\n", "\n", "plt.tight_layout()\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.5" } }, "nbformat": 4, "nbformat_minor": 5 }