{ "cells": [ { "cell_type": "markdown", "id": "5fc28b3e-55a5-4518-a064-2d04885f8397", "metadata": {}, "source": [ "# Obtaining QY values for DAE\n", "\n", "and equivalent power for a given QY\n" ] }, { "cell_type": "markdown", "id": "02eb06f9-8f84-4b85-988c-ccbd23bda9cf", "metadata": {}, "source": [ "## Import the experiment Data\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "5bf3a68b-7e14-4511-964d-0b79ee3c15b0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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639.707901 639.707901 \n", "2 670.452716 670.452716 670.452716 \n", "3 631.347469 631.347469 631.347469 \n", "4 645.101728 645.101728 645.101728 \n", ".. ... ... ... \n", "614 631.347469 631.347469 631.347469 \n", "615 662.361975 662.361975 662.361975 \n", "616 648.338025 648.338025 648.338025 \n", "617 632.426235 632.426235 632.426235 \n", "618 643.213889 643.213889 643.213889 \n", "\n", "[619 rows x 2051 columns]" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "exp_data = pd.read_csv(\"DATA/DAE.csv\")\n", "\n", "exp_data" ] }, { "cell_type": "markdown", "id": "386ec7c1-0c3b-4ec5-99fd-ec7d2e4fa488", "metadata": {}, "source": [ "## Get important data from dataframe " ] }, { "cell_type": "code", "execution_count": 2, "id": "f9e631da-0af6-4f11-a8cb-3686169fa452", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "import numpy as np\n", "\n", "intensities=np.array(exp_data[(exp_data[\"type\"] != \"zero\") & (exp_data[\"type\"] != \"static\")].iloc[:, 3:], dtype=np.float64)\n", "static=np.array(exp_data[(exp_data[\"type\"]== \"static\")].iloc[:, 3:], dtype=np.float64)[0]\n", "zero=np.array(exp_data[(exp_data[\"type\"]== \"zero\")].iloc[:, 3:], dtype=np.float64)[0]\n", "wavelengths = np.array(exp_data.columns[3:], dtype=np.float64)\n", "timestamps = pd.to_datetime(exp_data[\"timestamp\"][(exp_data[\"type\"] != \"zero\") & (exp_data[\"type\"] != \"static\")]) # Convert timestamp strings to datetime objects\n", "timestamps = np.array((timestamps - timestamps.iloc[0]).dt.total_seconds()) # Convert to seconds since the first timestamp\n", "\n", "def compute_absorbance(intensities: np.ndarray, static: np.ndarray, zero: np.ndarray) -> np.ndarray:\n", " EPS = 1e-12\n", " num = intensities - static\n", " den = np.maximum(zero - static, EPS) # Éviter division par zéro\n", " absorbance = -np.log10(np.maximum(num / den, EPS)) # Éviter log(0) ou log(négatif)\n", " return absorbance\n", "\n", "absorbance = compute_absorbance(intensities, static, zero)" ] }, { "cell_type": "markdown", "id": "c6f7de78-96f3-4bde-aa68-62fb5822a805", "metadata": {}, "source": [ "## Plotting" ] }, { "cell_type": "code", "execution_count": 3, "id": "39363638-62be-44f4-847c-75e09a0fe5d9", "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", "# Set global style\n", "plt.style.use(\"ggplot\") # Clean style\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(18, 5))\n", "fig.suptitle(\"Spectral Analysis\", fontsize=16)\n", "\n", "# --- Intensity Plot ---\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", "axs[0].plot(wavelengths, static, '--', label=\"Static\", linewidth=2)\n", "axs[0].plot(wavelengths, zero, '--', label=\"Zero\", linewidth=2)\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", "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", "# --- Absorbance Plot ---\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", "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", "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", "# --- Absorbance vs Time Plot ---\n", "WL = [505, 562]\n", "idxs = [np.argmin(np.abs(wavelengths - wl)) for wl in WL]\n", "\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", "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", "plt.tight_layout(rect=[0, 0, 1, 0.95])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3d0f49f3-550b-439d-b5bb-d40ef91f785d", "metadata": {}, "source": [ "## Clean Data :" ] }, { "cell_type": "code", "execution_count": 4, "id": "9f36bf71-85f5-4eee-be8a-5fc60f4dcaa3", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define wavelength range of interest\n", "wavelength_range = [560, 565]\n", "idx_range = np.argmin(np.abs(wavelengths[:, None] - wavelength_range), axis=0)\n", "\n", "# Extract and normalize absorbance data within the wavelength range\n", "absorbance_subset = absorbance[:, idx_range[0]:idx_range[1]]\n", "absorbance_subset -= np.min(absorbance_subset)\n", "wavelengths_subset = wavelengths[idx_range[0]:idx_range[1]]\n", "\n", "# Filter out specific time points (e.g., first frame and last 300 entries)\n", "# Adjust indices as needed\n", "time_filter_indices = [0] + list(range(-300, 0))\n", "absorbance_subset = np.delete(absorbance_subset, time_filter_indices, axis=0)\n", "timestamps_filtered = np.delete(timestamps, time_filter_indices)\n", "\n", "# Create subplots\n", "fig, axs = plt.subplots(1, 3, figsize=(18, 5))\n", "\n", "# --- 1. Absorbance Heatmap ---\n", "X, Y = np.meshgrid(timestamps_filtered, wavelengths_subset)\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])\n", "\n", "# --- 2. Absorbance Over Time (Averaged Across Wavelength Range) ---\n", "mean_absorbance = np.mean(absorbance_subset, axis=1)\n", "axs[1].plot(timestamps_filtered, mean_absorbance, label=f\"Mean absorbance ({wavelengths_subset[0]:.0f}-{wavelengths_subset[-1]:.0f} nm)\", 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. Absorbance Spectrum at Start and End ---\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", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3e4a7bda-1139-4b9c-b6c2-50a55c7ecd30", "metadata": {}, "source": [ "## Fit to get QY" ] }, { "cell_type": "code", "execution_count": 5, "id": "6ec91c0e-100c-4dd9-a044-71beef18d61f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.9420090134680676e-05\n", "Reg start\n", "=== Fit Results ===\n", "Parameter 1: 0.0190 ± 0.0000\n", "Parameter 2: 1.0000 ± 0.0000\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "4.302884421732194e-05\n", "Reg start\n", "=== Fit Results ===\n", "Parameter 1: 0.0178 ± 0.0000\n", "Parameter 2: 1.0000 ± 0.0000\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.integrate import solve_ivp\n", "from scipy.optimize import curve_fit\n", "\n", "# Physics constants :\n", "\n", "h = 6.62607004 * 10 ** (-34)\n", "NA = 6.02214086 * 10 ** (23)\n", "c_vaccum = 299792458\n", "wl = 505 # nm\n", "v = c_vaccum / (wl * 1e-9)\n", "volume = 14e-4 # L\n", "l = 1 # cm\n", "eps_closed_505 = 0.6e4 # M-1 . cm-1\n", "eps_closed_562 = 1.1e4 # M-1 . cm-1\n", "I_w_list = [14.21e-3*0.92, 14.27e-3]\n", "for I_w in I_w_list:\n", " C_exp = mean_absorbance/(eps_closed_562*l)\n", " \n", " C0 = C_exp[0]\n", " \n", " I_0 = I_w / (h * v * NA) / volume # mole de photons.L-1\n", " print(I_0)\n", " \n", " def f(t, C_closed, QY_CF2OF):\n", " # Con[Con<0]=0\n", " Iabs_CF = I_0 * (1 - np.exp(- eps_closed_505 * C_closed * l * np.log(10)))\n", " dCCF_deri = -QY_CF2OF * Iabs_CF \n", " # print(f\"Con = {Con}, dC = {dCon_deri}, t = {t}\")\n", " return dCCF_deri\n", " \n", " def fi(t, q1, c):\n", " sol = solve_ivp(f, t_span, y0, args=(q1,), t_eval=timestamps_filtered)\n", " if not sol.success:\n", " print(\"⚠️ solve_ivp failed:\", sol.message)\n", " return None # Retourne None en cas d'échec\n", " return sol.y.flatten()#+c\n", " \n", " \n", " \n", " QY = 0.0233\n", " initial_guess = (QY, 1)\n", " bounds = ([0, -1], [1, 1])\n", " \n", " t_span = [timestamps_filtered[0], timestamps_filtered[-1]]\n", " y0 = np.array([C0])\n", " # y = solve_ivp(f, t_span, y0, args=(QY,), t_eval=timestamps)\n", " \n", " print(\"Reg start\")\n", " popt, pcov = curve_fit(fi, timestamps_filtered, C_exp, p0=initial_guess, bounds=bounds)\n", " uncertainties = np.sqrt(np.diag(pcov))\n", " \n", " # Print results\n", " print(\"=== Fit Results ===\")\n", " for i, (coef, incert) in enumerate(zip(popt, uncertainties), start=1):\n", " print(f\"Parameter {i}: {coef:.4f} ± {incert:.4f}\")\n", " \n", " # Compute fitted values\n", " fitted_values = fi(timestamps_filtered, *popt)\n", " litt_values = fi(timestamps_filtered, QY,0)\n", " \n", " \n", " fig, a = plt.subplots(1, 2, figsize=(15, 5))\n", " pastel_colors = [\"m\", \"#f9955e\", \"#81a3e8\"] # Mauve, orange, sky blue\n", "\n", " # First Plot - Concentration Over Time\n", " a[0].plot(timestamps_filtered, C_exp, \"1\", color=pastel_colors[2], label=\"C exp\", alpha=0.6)\n", " a[0].plot(timestamps_filtered, fitted_values, \"-\", color=pastel_colors[0], label=f\"C model for QY={popt[0]:0.4f}\")\n", " a[0].plot(timestamps_filtered, litt_values, \"-\", color=pastel_colors[1], label=f\"C litterature for QY={QY}\")\n", "\n", " \n", " a[0].set_xlabel(\"Timestamp\", fontsize=12, fontweight=\"bold\")\n", " a[0].set_ylabel(\"C $M$\", fontsize=12, fontweight=\"bold\")\n", " a[0].set_title(\"Concentration Over Time\", fontsize=14, fontweight=\"bold\")\n", " a[0].tick_params(axis=\"x\", rotation=45)\n", " a[0].grid(linestyle=\"--\", alpha=0.5)\n", " a[0].legend()\n", " \n", " # Second Plot - Error Over Time\n", " a[1].plot(timestamps_filtered, (C_exp - fitted_values) * 100 / C_exp, \"1\", color=pastel_colors[0], label=\"Errors Model/Data\", alpha=0.9)\n", " ERR = (C_exp - litt_values) * 100 / litt_values\n", " ERR[ERR > 100] = 100\n", " ERR[ERR < -100] = -100\n", " a[1].plot(timestamps_filtered, ERR, \"1\", color=pastel_colors[1], label=\"Errors Litt/Data\", alpha=0.9)\n", " \n", " a[1].set_xlabel(\"Timestamp\", fontsize=12, fontweight=\"bold\")\n", " a[1].set_ylabel(\"Error %\", fontsize=12, fontweight=\"bold\")\n", " a[1].set_title(\"Error Over Time\", fontsize=14, fontweight=\"bold\")\n", " a[1].tick_params(axis=\"x\", rotation=45)\n", " a[1].grid(linestyle=\"--\", alpha=0.5)\n", " a[1].legend()\n", " \n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "c7a3d79d-ea0d-4196-a512-45dff0c35bea", "metadata": {}, "outputs": [], "source": [] } ], "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 }