Lugovtsov/3.5.1-ne-plasma/processing.ipynb
Lugovtsov Gleb c9ec329831 Add data and images
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2022-09-22 16:20:36 +03:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 40,
"id": "d77ea758-4368-4ffc-86c7-2980c84ceaa9",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import numpy as np\n",
"from scipy.optimize import curve_fit"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "c1c0385c-84ab-479f-a1ad-c2fc34e59e8a",
"metadata": {},
"outputs": [],
"source": [
"def line(x, k, b):\n",
" return x*k + b"
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "805a285a-8aaf-4e25-8c23-4503c8cca594",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv(r\"raw-data/discharge.txt\")\n",
"U = df['U']*10\n",
"I = df['I']*6/155"
]
},
{
"cell_type": "code",
"execution_count": 133,
"id": "141d5962-2dcc-4795-ac71-5d497f89418b",
"metadata": {},
"outputs": [],
"source": [
"I_line = I[:8]\n",
"U_line = U[:8]\n",
"opt, cov = curve_fit(line, U_line, I_line)"
]
},
{
"cell_type": "code",
"execution_count": 153,
"id": "e0b87229-443c-4642-b053-7ce974af2817",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"\n",
"# plt.minorticks_on()\n",
"plt.grid(which='minor', linestyle=':', color='0.9')\n",
"plt.grid(which='major', linestyle='-', color='0.8', linewidth=0.3)\n",
"\n",
"plt.errorbar(U, I, yerr=6/155, xerr=0.003*U, linestyle='', marker='.', markersize=0, label=\"Experiment\", color=\"tab:red\", alpha=0.5)\n",
"plt.plot(U_line, line(U_line, opt[0], opt[1]), label=r\"Fitting: $R_{diff}=$ \" + f\"{-1/opt[0]:.1f}\" + r\"$\\pm 1.48$ kOhm\", color=\"tab:red\", linestyle='-')\n",
"\n",
"# plt.title(\"ВАХ разряда\", fontsize=16)\n",
"plt.ylabel(\"Amperage, mA\")\n",
"plt.xlabel(\"Voltage, V\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(r\"images\\vah-discharge.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "02c19433-6f3d-4376-a176-883abf2da51e",
"metadata": {
"jp-MarkdownHeadingCollapsed": true,
"tags": []
},
"source": [
"**Кривая соответствует участку ГД** -- поднормальный тлеющий разряд"
]
},
{
"cell_type": "code",
"execution_count": 230,
"id": "43c138ed-008c-46e0-b45c-8ab96cf134d0",
"metadata": {},
"outputs": [],
"source": [
"pr = []\n",
"pr.append(pd.read_csv(r\"raw-data\\probe5.txt\"))\n",
"pr.append(pd.read_csv(r\"raw-data\\probe3.txt\"))\n",
"pr.append(pd.read_csv(r\"raw-data\\probe1-5.txt\"))\n",
"\n",
"I_name = [5, 3, 1.5]\n",
"colors = [\"orange\", \"green\", \"blue\"]\n",
"U_corr = [0.2, 0.3, 0.3]"
]
},
{
"cell_type": "code",
"execution_count": 231,
"id": "404f94e8-091e-4186-8d13-09452313493e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"\n",
"# plt.minorticks_on()\n",
"plt.grid(which='minor', linestyle=':', color='0.9')\n",
"plt.grid(which='major', linestyle='-', color='0.8', linewidth=0.3)\n",
"\n",
"for index, probe in enumerate(pr):\n",
" U = probe['U'] - U_corr[index]\n",
" I = probe['I']\n",
" plt.errorbar(U, I, yerr=0.003*I, xerr=0.003*U, linestyle='-', marker='.', markersize=5, label=r\"Experiment $I_d = $\" + f\"{I_name[index]}\" +\" mA\", color=f\"tab:{colors[index]}\", alpha=1)\n",
"# plt.plot(U_line, line(U_line, opt[0], opt[1]), label=r\"Fitting: $R_{diff}=$ \" + f\"{-1/opt[0]:.1f}\" + r\"$\\pm 1.48$ kOhm\", color=\"tab:red\", linestyle='-')\n",
"\n",
"# plt.title(\"ВАХ разряда\", fontsize=16)\n",
"plt.ylabel(\"Amperage, $\\mu A$\")\n",
"plt.xlabel(\"Voltage, V\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(r\"images\\vah-probe.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 252,
"id": "bfaa33ac-4c2a-4f2e-9060-4a5cec648b1c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"I_plus_5 = 90.4775\t I_minus_5 = -101.2500\n",
"I_plus_3 = 48.5366\t I_minus_3 = -56.4262\n",
"I_plus_1.5 = 23.7260\t I_minus_1.5 = -27.9161\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"\n",
"# plt.minorticks_on()\n",
"plt.grid(which='minor', linestyle=':', color='0.9')\n",
"plt.grid(which='major', linestyle='-', color='0.8', linewidth=0.3)\n",
"\n",
"for index, probe in enumerate(pr):\n",
" U = probe['U'] - U_corr[index]\n",
" I = probe['I']\n",
" plt.errorbar(U, I, yerr=0.003*I, xerr=0.003*U, linestyle='-', marker='.', markersize=5, alpha=0.1)\n",
" \n",
" U_plus = np.concatenate([U[:5], [0]])\n",
" U_minus = np.concatenate([U[-5:], [0]])\n",
" \n",
" ptr_plus, _ = curve_fit(line, U[:5], I[:5])\n",
" ptr_minus, _ = curve_fit(line, U[-5:], I[-5:])\n",
" \n",
" plt.plot(U_plus, line(U_plus, ptr_plus[0], ptr_plus[1]), color=f\"tab:{colors[index]}\", linestyle='--', label=r\"Fitting $I_d = $\" + f\"{I_name[index]}\" +\" mA\")\n",
" plt.plot(U_minus, line(U_minus, ptr_minus[0], ptr_minus[1]), color=f\"tab:{colors[index]}\", linestyle='--')\n",
" \n",
" print(f\"I_plus_{I_name[index]} = {line(0, ptr_plus[0], ptr_plus[1]):.4f}\\t I_minus_{I_name[index]} = {line(0, ptr_minus[0], ptr_minus[1]):.4f}\")\n",
"\n",
"# plt.plot(U_line, line(U_line, opt[0], opt[1]), label=r\"Fitting: $R_{diff}=$ \" + f\"{-1/opt[0]:.1f}\" + r\"$\\pm 1.48$ kOhm\", color=\"tab:red\", linestyle='-')\n",
"\n",
"# plt.title(\"ВАХ разряда\", fontsize=16)\n",
"plt.ylabel(\"Amperage, $\\mu A$\")\n",
"plt.xlabel(\"Voltage, V\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(r\"images\\vah-probe.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 246,
"id": "9c771922-a2ff-4712-9d9a-e630ed94970f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1, 2, 3, 2, 5, 6])"
]
},
"execution_count": 246,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a = np.array([1, 2, 3])\n",
"b = np.array([2, 5, 6])\n",
"np.concatenate([a, b])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5a41d068-44d5-4dc0-93d6-7c9853d338cd",
"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": "3.10.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}