{ "cells": [ { "cell_type": "markdown", "id": "a73c7f45-52f1-4f9c-959a-9994495b0b9a", "metadata": {}, "source": [ "# Projets Expérimentaux Scientifiques\n", "\n", "### UE PHY3099L | L3 physique, parcours ingénierie physique\n", "### Projet : Diffusion\n", "\n", "#### M. MADI, E. GAUVIN, S. SERRANO" ] }, { "cell_type": "markdown", "id": "6fd26cab-4b12-4e55-baac-9018548f15e0", "metadata": {}, "source": [ "## Importation des modules" ] }, { "cell_type": "code", "execution_count": 3, "id": "d4269e38-39b2-49cc-8994-5bda0c7786f4", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "from scipy.signal import argrelextrema" ] }, { "cell_type": "markdown", "id": "0f8ddd2c-367c-40eb-9abb-216c238c9824", "metadata": {}, "source": [ "## Tracés et ajustements des mesures type loi de Malus" ] }, { "cell_type": "code", "execution_count": 5, "id": "d9837586-ebef-4b28-90c5-8066a85483df", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Analyseur :\n", " Maximas à (°): [ 94.21421421 274.39439439]\n", " Minimas à (°): [184.3043043]\n", "\n", "Lame demi-onde :\n", " Maximas à (°): [268.20820821 358.0980981 448.18818819]\n", " Minimas à (°): [313.05305305 403.14314314]\n", "\n", "Paramètres ajustés (Analyseur) :\n", "A = 0.0782, theta0 = 274.3044, B = 0.0025\n", "\n", "Paramètres ajustés (Lame demi-onde) :\n", "A = 0.0765, theta0 = 448.1097, B = 0.0024\n", "\n", "Période imposée (Analyseur) : 180.00000°\n", "Période imposée (Lame demi-onde) : 90.00000°\n" ] } ], "source": [ "# 1. Modèles à 3 paramètres (k fixé implicitement par période)\n", "def malus_an(theta, A, theta0, B):\n", " return A * np.cos(np.radians(theta - theta0))**2 + B # Période = 180°\n", "\n", "def malus_lame(theta, A, theta0, B):\n", " return A * np.cos(np.radians(2 * (theta - theta0)))**2 + B # Période = 90°\n", "\n", "# 2. Données expérimentales\n", "angle_an = np.array([90, 100, 110, 120, 130, 140, 150, 160, 170, 180,\n", " 185, 190, 200, 210, 220, 230, 240, 250, 260, 270])\n", "tension_an = 0.001 * np.array([72, 78, 81, 68, 55, 37, 27, 14, 8.8, 3.68,\n", " 2.3, 3.68, 9, 16.6, 28.2, 42, 57.6, 68, 78.4, 81.6])\n", "\n", "angle_lame = np.array([270, 280, 290, 300, 310, 320, 330, 340, 350, 360,\n", " 370, 380, 390, 400, 410, 420, 430, 440, 450])\n", "tension_lame = 0.001 * np.array([72.8, 62.8, 40.4, 16.2, 2.9, 7.7, 26.6, 54.8, 76, 76,\n", " 74.4, 42, 20.4, 4.4, 4.8, 24, 48.8, 77.6, 78.4])\n", "\n", "# 3. Estimations initiales (A, theta0, B) et bornes\n", "A_ini = max(tension_an.max(), tension_lame.max()) - min(tension_an.min(), tension_lame.min())\n", "theta0_ini_an = angle_an[np.argmax(tension_an)]\n", "B_ini = min(tension_an.min(), tension_lame.min())\n", "theta0_ini_lame = angle_lame[np.argmax(tension_lame)]\n", "p0_lame = [A_ini, theta0_ini_lame, B_ini]\n", "\n", "bounds = ([0, 0, 0], [1, 460, 0.1])\n", "p0_an = [A_ini, theta0_ini_an, B_ini]\n", "\n", "\n", "# 4. Ajustement des courbes\n", "popt_an, pcov_an = curve_fit(malus_an, angle_an, tension_an, p0=p0_an, bounds=bounds)\n", "popt_lame, pcov_lame = curve_fit(malus_lame, angle_lame, tension_lame, p0=p0_lame, bounds=bounds)\n", "\n", "# 5a. Tracé Analyseur\n", "theta_fine_an = np.linspace(80, 280, 1000)\n", "fit_an = malus_an(theta_fine_an, *popt_an)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(angle_an, tension_an, xerr=1, yerr=0.008, fmt='o', label=\"Données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fine_an, fit_an, 'r--', label=r\"Ajustement en $A \\cos^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\"Angle de l'analyseur (°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Mesure de la tension en fonction de l'angle de l'analyseur et ajustement type loi de Malus\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(85, 275)\n", "plt.ylim(-0.01, 0.095)\n", "plt.xticks(np.arange(90, 280, 10))\n", "plt.yticks(np.arange(-0.01, 0.095, 0.01))\n", "plt.tight_layout()\n", "plt.savefig(\"fit_analyseur_3param.png\", dpi=300)\n", "plt.show()\n", "\n", "# 5b. Tracé Lame demi-onde\n", "theta_fine_lame = np.linspace(260, 460, 1000)\n", "fit_lame = malus_lame(theta_fine_lame, *popt_lame)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(angle_lame, tension_lame, xerr=1, yerr=0.008, fmt='o', label=\"Données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fine_lame, fit_lame, 'b--', label=r\"Ajustement en $A \\cos^2(2(\\theta - \\theta_0)) + B$\")\n", "plt.xlabel(\"Angle de la lame demi-onde (°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Mesure de la tension en fonction de l'angle de la lame demi-onde et ajustement\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(265, 455)\n", "plt.ylim(-0.01, 0.09)\n", "plt.xticks(np.arange(260, 460, 10))\n", "plt.yticks(np.arange(-0.01, 0.09, 0.01))\n", "plt.tight_layout()\n", "plt.savefig(\"fit_lame_demi_onde_3param.png\", dpi=300)\n", "plt.show()\n", "\n", "# 6. Calcul des extremas\n", "imax_an = argrelextrema(fit_an, np.greater)[0]\n", "imin_an = argrelextrema(fit_an, np.less)[0]\n", "imax_l = argrelextrema(fit_lame, np.greater)[0]\n", "imin_l = argrelextrema(fit_lame, np.less)[0]\n", "\n", "print(\"Analyseur :\")\n", "print(\" Maximas à (°):\", theta_fine_an[imax_an])\n", "print(\" Minimas à (°):\", theta_fine_an[imin_an])\n", "\n", "print(\"\\nLame demi-onde :\")\n", "print(\" Maximas à (°):\", theta_fine_lame[imax_l])\n", "print(\" Minimas à (°):\", theta_fine_lame[imin_l])\n", "\n", "# 7. Affichage des paramètres ajustés\n", "print(\"\\nParamètres ajustés (Analyseur) :\")\n", "print(f\"A = {popt_an[0]:.4f}, theta0 = {popt_an[1]:.4f}, B = {popt_an[2]:.4f}\")\n", "\n", "print(\"\\nParamètres ajustés (Lame demi-onde) :\")\n", "print(f\"A = {popt_lame[0]:.4f}, theta0 = {popt_lame[1]:.4f}, B = {popt_lame[2]:.4f}\")\n", "\n", "print(f\"\\nPériode imposée (Analyseur) : 180.00000°\")\n", "print(f\"Période imposée (Lame demi-onde) : 90.00000°\")\n" ] }, { "cell_type": "markdown", "id": "adfe4590-bd0c-4c94-bc62-5d94d37381fb", "metadata": {}, "source": [ "## Création des listes des différentes séries de mesure" ] }, { "cell_type": "code", "execution_count": 7, "id": "5c04cbe7-afc5-4731-83b1-228050723888", "metadata": {}, "outputs": [], "source": [ "# Écrémé 100%\n", "ep_1 = np.array([10.323, 10.656, 11.1888, 11.8548, 12.0213, 11.6883, 11.2887, 10.5894, 10.1232, 10.7892,\n", " 11.0556, 11.3886, 11.8881, 12.321, 11.3886, 10.656, 10.1898, 9.7236, 9.7902])\n", "ep_2 = np.array([10.7226, 10.8891, 11.4219, 12.0546, 12.321, 11.988, 11.3886, 10.8225, 10.323, 10.1898,\n", " 11.0556, 11.5218, 11.8548, 12.0546, 11.322, 10.8558, 10.2564, 9.7902, 9.7236])\n", "ep_mean = (ep_1 + ep_2)/2\n", "\n", "# Entier | facteur 50\n", "ent50_1 = np.array([1.49184, 2.01132, 3.10356, 4.2957, 4.995, 4.8618, 4.0626, 2.8305, 1.83816, 1.49184,\n", " 1.94472, 3.0636, 4.1292, 4.8285, 4.6287, 3.7629, 2.7306, 1.75824, 1.38528])\n", "ent50_2 = np.array([1.49184, 2.10456, 3.22344, 4.2957, 5.0283, 4.8618, 4.0626, 2.82384, 1.8648, 1.54512,\n", " 2.02464, 3.09024, 4.1292, 4.8951, 4.6287, 3.8295, 2.7306, 1.75824, 1.41192])\n", "ent50_mean = (ent50_1 + ent50_2)/2\n", "\n", "# Entier | facteur 100\n", "ent100_1 = np.array([0.88245, 1.0989, 1.61172, 2.17116, 2.55744, 2.41716, 1.98516, 1.35384, 0.92241, 0.78471,\n", " 0.92241, 1.42644, 1.94856, 2.27049, 2.18625, 1.83909, 1.3092, 0.87579, 0.71331])\n", "ent100_2 = np.array([1.05228, 1.21212, 1.665, 2.05128, 2.31768, 2.18424, 1.83909, 1.38882, 1.10556, 0.93177,\n", " 1.1406, 1.57821, 1.92519, 2.1396, 2.03802, 1.83909, 1.3092, 1.01664, 0.87579])\n", "ent100_mean = (ent100_1 + ent100_2)/2\n", "\n", "\n", "# Entier 100%\n", "entp_1 = np.array([8.4582, 8.325, 8.4249, 8.2917, 8.2584, 8.0586, 7.8921, 7.8255, 8.4582, 8.8911,\n", " 9.0911, 9.1244, 9.191, 8.8245, 7.8588, 7.3242, 7.3242, 7.524, 7.6572])\n", "entp_2 = np.array([8.8911, 8.658, 8.5248, 8.658, 8.5581, 8.3916, 8.2584, 8.1918, 8.1252, 8.2584,\n", " 8.3916, 8.7246, 8.658, 8.3916, 8.0586, 7.5915, 7.3917, 7.524, 7.9917])\n", "entp_mean = (entp_1 + entp_2)/2\n", "\n", "# Entier | facteur 1000\n", "ent1000_1 = np.array([0.053, 0.0984, 0.186, 0.29, 0.348, 0.344, 0.268, 0.17, 0.092,\n", " 0.056, 0.093, 0.183, 0.266, 0.313, 0.309, 0.248, 0.156, 0.088, 0.0536])\n", "ent1000_2 = np.array([0.058, 0.1, 0.196, 0.288, 0.34, 0.334, 0.264, 0.169, 0.084,\n", " 0.056, 0.1, 0.184, 0.282, 0.338, 0.32, 0.256, 0.162, 0.09, 0.06])\n", "ent1000_3 = np.array([0.068, 0.11, 0.2, 0.292, 0.34, 0.328, 0.264, 0.174, 0.096,\n", " 0.068, 0.108, 0.194, 0.276, 0.328, 0.316, 0.25, 0.158, 0.09, 0.068])\n", "ent1000_mean = (ent1000_1 + ent1000_2+ ent1000_3)/3\n", "\n", "\n", "# Entier | facteur 10\n", "ent10_1 = np.array([8.5248, 9.0576, 10.1232, 11.4552, 11.988, 11.7216, 10.9224, 9.5904, 8.5248,\n", " 9.0576, 9.8568, 10.9224, 12.5208, 12.7872, 12.5208, 11.1888, 9.5904, 8.2584, 7.992])\n", "ent10_2 = np.array([8.5248, 9.324, 10.656, 11.7216, 12.7872, 12.2544, 11.4552, 9.8568, 9.1908,\n", " 9.0576, 9.8568, 10.656, 12.2544, 12.5874, 11.7216, 10.7892, 9.324, 8.2584, 7.992])\n", "ent10_3 = np.array([8.7912, 9.0576, 10.3896, 11.7216, 12.3876, 11.988, 11.1888, 9.8568, 9.0576,\n", " 8.7912, 9.324, 10.656, 11.7216, 11.988, 11.7216, 10.656, 9.324, 8.3916, 8.1252])\n", "ent10_mean = (ent10_1 + ent10_2+ ent10_3)/3\n", "\n", "# Entier | facteur 500\n", "ent500_1 = np.array([0.13, 0.196, 0.344, 0.51, 0.616, 0.6, 0.488, 0.32, 0.184,\n", " 0.138, 0.204, 0.374, 0.536, 0.648, 0.624, 0.5, 0.334, 0.192, 0.128])\n", "ent500_2 = np.array([0.154, 0.212, 0.356, 0.524, 0.63, 0.625, 0.502, 0.334, 0.204,\n", " 0.158, 0.226, 0.38, 0.55, 0.628, 0.594, 0.468, 0.344, 0.234, 0.164])\n", "ent500_mean = (ent500_1 + ent500_2)/2\n", "\n", "# Entier | facteur 2500\n", "ent2500_1 = np.array([0.03, 0.046, 0.092, 0.13, 0.164, 0.156, 0.128, 0.084, 0.044,\n", " 0.028, 0.044, 0.092, 0.14, 0.168, 0.16, 0.132, 0.083, 0.048, 0.03])\n", "ent2500_2 = np.array([0.03, 0.048, 0.093, 0.136, 0.158, 0.16, 0.128, 0.084, 0.044,\n", " 0.028, 0.048, 0.089, 0.135, 0.165, 0.16, 0.125, 0.082, 0.043, 0.03])\n", "ent2500_mean = (ent2500_1 + ent2500_2)/2\n", "\n", "# Entier | facteur 5000\n", "ent5000_1 = np.array([0.022, 0.033, 0.061, 0.088, 0.104, 0.1, 0.084, 0.0536, 0.03,\n", " 0.023, 0.036, 0.06, 0.09, 0.103, 0.095, 0.08, 0.055, 0.033, 0.025])\n", "ent5000_2 = np.array([0.024, 0.033, 0.065, 0.091, 0.11, 0.108, 0.087, 0.059, 0.033,\n", " 0.024, 0.036, 0.061, 0.091, 0.108, 0.104, 0.085, 0.055, 0.034, 0.027])\n", "ent5000_mean = (ent5000_1 + ent5000_2)/2\n", "\n", "# Eau du robinet | Lentille f=15mm\n", "eau_1 = np.array([0.016, 0.017, 0.0192, 0.0214, 0.023, 0.023, 0.022, 0.0194, 0.017,\n", " 0.016, 0.0165, 0.0198, 0.023, 0.024, 0.0238, 0.021, 0.018, 0.016, 0.0158])\n", "eau_2 = np.array([0.0154, 0.016, 0.018, 0.0196, 0.0215, 0.0221, 0.0207, 0.018, 0.0165,\n", " 0.015, 0.0162, 0.0186, 0.0217, 0.0222, 0.0218, 0.02, 0.0178, 0.016, 0.0154])\n", "eau_mean = (eau_1 + eau_2)/2\n", "\n", "# Cuve vide\n", "cuve_vide = np.array([0.015, 0.014, 0.0158, 0.016, 0.0152, 0.015, 0.015, 0.0152, 0.0158,\n", " 0.015, 0.015, 0.0148, 0.0152, 0.0156, 0.0154, 0.016, 0.0156, 0.0154, 0.015])\n", "\n", "# Angle de polarisation par rapport à la verticale (en degrés)\n", "theta_deg = np.array([3.8, 23.8, 43.8, 63.8, 83.8, 103.8, 123.8, 143.8, 163.8,\n", " 183.8, 203.8, 223.8, 243.8, 263.8, 283.8, 303.8, 323.8, 343.8, 363.8])\n" ] }, { "cell_type": "markdown", "id": "1c47714d-6902-43c5-98a0-b4c38c9391f6", "metadata": {}, "source": [ "# Tracés de la moyenne des séries de mesure et leurs ajustements " ] }, { "cell_type": "markdown", "id": "27d26078-6fb8-4d4f-8e58-c71e76b985aa", "metadata": {}, "source": [ "## Définir l'ajustement, les bornes et les paramètres initiaux" ] }, { "cell_type": "code", "execution_count": 10, "id": "d5d623a7-6403-4b08-9b51-f3339d95d0ca", "metadata": {}, "outputs": [], "source": [ "def malus_lame_sin(theta, A, theta0, B):\n", " return A * np.sin(np.radians(theta - theta0))**2 + B\n", "\n", "bounds = ([0.0, -360.0, 0.0],[np.inf, 360.0, np.inf])\n", "p0 = [0.5, 0.0, 0.2]" ] }, { "cell_type": "markdown", "id": "4d987bee-0b3f-407a-a0e6-95ef4da6b8b8", "metadata": {}, "source": [ "## Lait écrémé pur" ] }, { "cell_type": "code", "execution_count": 12, "id": "2dc1bdb1-6227-4ada-9525-fa1ae1eb0d43", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 1.992 \n", "θ0 = -12.733° \n", "B = 10.087\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ep_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + (3.33*0.04)**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ep_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait écrémé pur\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(9.5, 12.5)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(9.5, 12.5, 0.5))\n", "plt.tight_layout()\n", "plt.savefig(\"ep_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "b8edeaae-9edd-4771-9309-ee78341088f3", "metadata": {}, "source": [ "## Lait entier pur" ] }, { "cell_type": "code", "execution_count": 14, "id": "b9a59fcc-1d70-4e61-8f45-dfffd25e63c0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 1.070 \n", "θ0 = -42.018° \n", "B = 7.728\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "yerr = np.sqrt(0.01**2 + (3.33*0.04)**2)\n", "popt, pcov = curve_fit(malus_lame_sin,theta_deg, entp_mean, p0=p0, bounds=bounds)\n", "\n", "\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, entp_1, xerr=1, yerr=yerr, fmt='o', label=\"Données expérimentales\", color='blue', ecolor='gray', capsize=3)\n", "plt.errorbar(theta_deg, entp_2, xerr=1, yerr=yerr, fmt='o', label=\"Dnnées expérimentales\", color='red', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), '--',color='grey',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier pur\", fontsize=14)\n", "plt.plot(theta_deg, entp_1, linestyle='--', color='blue')\n", "plt.plot(theta_deg, entp_2, linestyle='--', color='red')\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(7, 9.5)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(7, 9.5, 0.5))\n", "plt.tight_layout()\n", "plt.savefig(\"entp_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "3a987e4b-935c-40a8-acb9-5cfc09945684", "metadata": {}, "source": [ "## Eau du robinet avec lentille de focalisation (de focale 15mm)" ] }, { "cell_type": "code", "execution_count": 16, "id": "abd883e4-fcc1-4601-889f-fcf9021e13ec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 0.007 \n", "θ0 = 1.979° \n", "B = 0.016\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, eau_mean, p0=p0, bounds=bounds)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.plot(theta_deg, eau_mean, linestyle = \"\", marker = 'o', label=\"Données expérimentales\")\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Eau du robinet avec lentille de focalisation\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(0.015, 0.024)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(0.015, 0.024, 0.001))\n", "plt.tight_layout()\n", "plt.savefig(\"eau_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "5c23213c-3df6-4552-bb5f-8df440293904", "metadata": {}, "source": [ "## Lait entier dilution facteur 10" ] }, { "cell_type": "code", "execution_count": 18, "id": "7b269330-1339-4431-92e0-722af6c1e3f4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 3.948 \n", "θ0 = -3.950° \n", "B = 8.477\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent10_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + (3.33*0.04)**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent10_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 10\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(7.5, 13)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(7.5, 13, 0.5))\n", "plt.tight_layout()\n", "plt.savefig(\"ent10_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "7af0e7f8-a7d4-4498-9065-cc40ef2ec4d8", "metadata": {}, "source": [ "## Lait entier dilution facteur 100" ] }, { "cell_type": "code", "execution_count": 21, "id": "d3e801c8-44fb-4e1d-a3d9-a152a3a33ae1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 1.453 \n", "θ0 = -0.310° \n", "B = 0.861\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent100_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + (3.33*0.016)**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent100_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 100\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(0.7, 2.5)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(0.7, 2.5, 0.1))\n", "plt.tight_layout()\n", "plt.savefig(\"ent100_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "18c64496-b639-4c0e-b004-54c22014bdfb", "metadata": {}, "source": [ "## Lait entier dilution facteur 500" ] }, { "cell_type": "code", "execution_count": 23, "id": "456adbe2-93ed-4460-ac97-5de54ef0584f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 0.488 \n", "θ0 = 1.821° \n", "B = 0.147\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bounds = ([0.0, -360.0, 0.0],[np.inf, 360.0, np.inf])\n", "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent500_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + 0.04**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent500_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\"Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 500\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(0.09, 0.7)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(0.07, 0.7, 0.05))\n", "plt.tight_layout()\n", "plt.savefig(\"ent500_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "6c6eaaf3-b389-4ac1-8fc1-bd2cdaafce09", "metadata": {}, "source": [ "## Lait entier dilution facteur 1000" ] }, { "cell_type": "code", "execution_count": 25, "id": "9830fcbc-19a0-4a9f-a033-dc5f25887782", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 0.278 \n", "θ0 = 1.200° \n", "B = 0.062\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent1000_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + 0.04**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent1000_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 1000\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(-.1, 0.5)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(-.1, 0.5, 0.1))\n", "plt.tight_layout()\n", "plt.savefig(\"ent1000_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "11ac19ed-64ac-4d9f-b280-529c705e5b6e", "metadata": {}, "source": [ "## Lait entier dilution facteur 2500" ] }, { "cell_type": "code", "execution_count": 27, "id": "42bb88ed-d7d6-4da1-bd1d-04aaecc61edc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 0.136 \n", "θ0 = 2.215° \n", "B = 0.030\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent2500_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + 0.04**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent2500_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 2500\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(-.1, 0.3)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(-.1, 0.3, 0.05))\n", "plt.tight_layout()\n", "plt.savefig(\"ent2500_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "markdown", "id": "3957fc8f-7194-47f5-b142-95fbc6a713ac", "metadata": {}, "source": [ "## Lait entier dilution facteur 5000" ] }, { "cell_type": "code", "execution_count": 31, "id": "de0682ab-6f4b-4361-83e7-37d351b37394", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A = 0.083 \n", "θ0 = 1.650° \n", "B = 0.024\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "popt, pcov = curve_fit(malus_lame_sin,theta_deg, ent5000_mean, p0=p0, bounds=bounds)\n", "yerr = np.sqrt(0.01**2 + 0.0016**2)\n", "\n", "theta_fit = np.linspace(0, 365, 720)\n", "plt.figure(figsize=(12, 8))\n", "plt.errorbar(theta_deg, ent5000_mean, xerr=1, yerr=yerr, fmt='o', label=\"Moyenne données expérimentales\", color='black', ecolor='gray', capsize=3)\n", "plt.plot(theta_fit,malus_lame_sin(theta_fit, *popt), 'r--',label=r\"Ajustement en $A\\,\\sin^2(\\theta - \\theta_0) + B$\")\n", "plt.xlabel(\" Angle de la polarisation par rapport à la verticale(°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier dilution facteur 5000\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(0, 0.13)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(0, 0.13, 0.01))\n", "plt.tight_layout()\n", "plt.savefig(\"ent5000_moy_fit.png\", dpi=300)\n", "\n", "print(f\"A = {popt[0]:.3f} \\nθ0 = {popt[1]:.3f}° \\nB = {popt[2]:.3f}\")" ] }, { "cell_type": "code", "execution_count": 33, "id": "e4b684e3-0168-45f1-8ed9-2db6692e7a4f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.optimize import curve_fit\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Fit each dataset\n", "datasets = {\n", " \"500\": ent500_mean,\n", " \"1000\": ent1000_mean,\n", " \"2500\": ent2500_mean,\n", "}\n", "\n", "fit_results = {}\n", "theta_fit = np.linspace(0, 365, 720)\n", "yerr = np.sqrt(0.01**2 + 0.0016**2)\n", "\n", "\n", "colors = {\n", " \"500\": \"blue\",\n", " \"1000\": \"green\",\n", " \"2500\": \"orange\",\n", "}\n", "markers = {\n", " \"500\": \"s\",\n", " \"1000\": \"^\",\n", " \"2500\": \"d\",\n", "}\n", "\n", "plt.figure(figsize=(12, 8))\n", "\n", "for label, data in datasets.items():\n", " popt, pcov = curve_fit(malus_lame_sin, theta_deg, data, p0=p0, bounds=bounds)\n", " fit_results[label] = popt\n", "\n", " # Plot experimental data\n", " plt.errorbar(theta_deg, data, xerr=1, yerr=yerr, fmt=markers[label], \n", " label=f\"Expérimental {label}\", color=colors[label], capsize=3)\n", " \n", " # Plot fit\n", " plt.plot(theta_fit, malus_lame_sin(theta_fit, *popt), '--', \n", " color=colors[label], label=f\"Ajustement {label}\")\n", "\n", "plt.xlabel(\"Angle de la polarisation par rapport à la verticale (°)\", fontsize=14)\n", "plt.ylabel(\"Tension (V)\", fontsize=14)\n", "plt.title(\"Lait entier — différentes dilutions\", fontsize=14)\n", "plt.grid(True)\n", "plt.legend()\n", "plt.xlim(0, 370)\n", "plt.ylim(0, 0.7)\n", "plt.xticks(np.arange(0, 370, 20))\n", "plt.yticks(np.arange(0, 0.7, 0.05))\n", "plt.tight_layout()\n", "plt.savefig(\"ent_dilutions_fits.png\", dpi=300)\n" ] }, { "cell_type": "code", "execution_count": null, "id": "bc7d9d43-c32c-4238-85a8-59d4028fe5c7", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 5 }