Lugovtsov/3.5.1-ne-plasma/processing.ipynb
Lugovtsov Gleb 652311f186 Add 361 and 351 lab
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2022-10-01 15:24:23 +03:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"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": 3,
"id": "c1c0385c-84ab-479f-a1ad-c2fc34e59e8a",
"metadata": {},
"outputs": [],
"source": [
"def line(x, k, b):\n",
" return x*k + b"
]
},
{
"cell_type": "code",
"execution_count": 4,
"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": 5,
"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": 6,
"id": "e0b87229-443c-4642-b053-7ce974af2817",
"metadata": {},
"outputs": [
{
"data": {
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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": 7,
"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",
"I_corr = [5.65, 4.16, 2.25]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "404f94e8-091e-4186-8d13-09452313493e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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WLZty06ZN1bdvX8cDhMM491cuISFB8fHx1rLJZFKHDh0c6uP333/Xhx9+qFWrVunYsWMKDQ1Vt27d9Oyzz6pr1642yaTSJnumTZtWIAFQFmbNmqXRo0eX+TiFyT9bLysryy1xuNvBgwf1888/O7XP6Ohokj0AAMDz5Z+tc+oPS4InuewfeiqSyVsKbWy71FruHjqhjSUff2VlZOjI7t2q1q6dfJy89ycA+5DsAVBx+FaR+rxYdLLngR+khl1cGxMc9uyzz2rLli3Wcvv27TVu3Dg99thj1mMPPPCAduzYoYYNGzrc/+7dux2qHx8fb5N4Cg8Pl8lkKlAv//Jyf/75p8OxoXQ491cu/6yeJk2aFFiqsCg5OTmaOHGi3n77bZvl706ePKnFixfru+++U3R0tA4fPmx9rbTJnsrg5MmTNuXatWu7KRL3io6OdvreVvPnz9dbb70lPz8/p/YLAABQarmzdXITOp4yWydXRJR04wSpWiPJh89QgKfzcncAAOAyVSvnDbPyZNmyZXr77bet5apVq+qLL77Qww8/rGHDhlmPnzt3TiNHjlROTo7DY+zatctmpk5JfvrpJ5ty165dC63Xu3dvm/Lq1asdjg2lUxHPvZeX7Uc0Z9/0zm/Hjh02ZUeWcBszZoymT58us9msVq1aacaMGfrll1/066+/avLkyfL19dW4ceP03XffSZJCQkLUvHlzZ4Zfoaxfb7scaf5l3SoDwzAUExNjc2zt2rUyDMPhrz59+lj7OH/+vJYuXerqtwMAAGCZrXNmn7RrkbTqFenzodL01tK0plL07dKKZ6Udc6UTOz0n0ePlI938imUGD4keoFxgZg8AwCOcOHFCo0ePtrmp/f777+vqq6+W2WzWu+++q23btllnbfz888969dVXNWnSJIfGycrK0oIFC/Too4/aVT//klE33nhjofW6du2q6tWrKyEhQZIl4RAbG6s2bdo4FB8cVxHPfdWqVW3KpdlryhGl3a9n+vTpmjNnjiRp7Nix+vDDD21mTXTr1k0REREaNGiQNYnRoUOHQmfH2WP27NmaPXt2qdqWBxcuXNBXX31lcyxvsqKy+Pnnn3Xw4EFrOSwsTD179ixVX/fcc49+/PFHa3n27Nm6++67rzhGAACAIqWev7Snzu7Le+yc2Stlp7s+lsBaUr12Ut12lkTSoXX2t+14nxRcr+xiA+B0zOwBALid2WzWyJEjbTYiHzlypM2eGcHBwZo3b57NjeQpU6aUak+HKVOmKDk5ucR6P/zwg80skSpVquiee+4ptK6vr6+efPJJa9kwDD300EOVdr8NV6qI5z4kJETe3t7Wct4b32WhNMmeQ4cO6Z///KckS0Lik08+KXR5rDvvvNNmnxSWcCva+PHjdeHCBWvZz89Pt9xyi/sCcpP8Sfbhw4cXmO1mr7vuusvm+3LFihU6ffr0FcUHAAAg6fJsnd1fXZ6t81abS7N1Blpm62yfK53YUfaJHi8fqU4b6ZphUt9XpHu/kp7eLz3zp3T/N1L/f0kjF0rhPezrL7yHZb9jAOUKyR4AgNtNmTJFa9assZabN2+ujz76qEC9zp07a+rUyx84c3JyNGLECJ07d86h8U6cOKGoqKhikwF//vmn7r//fptjo0aNUmhoaJFtnnjiCdWtW9daXr9+vYYMGaLExES7Y7t48aJmzJihzz77zO42qHjn3tfXVy1btrSWd+zYobi4uDIZKz09XXv37rU51qFDhxLbvfzyy8rMzJSXl5c+/PDDYm/Gt2/f3vr3ypDsmTp1qrZu3Wp3/ezsbD399NMFvvcefvhh1a9f39nhebTU1FQtWrTI5lhUVFSp+6tevbr69+9vLWdnZ2vu3Lml7g8AAFRSqeelg+ukjTOlbx6TPomU/t1A+qCrtOgBaf1b0oH/SUnHyj6WwJpS0xulbn+XBn0kPbRO+udx6dEN0t3/kXo8KTXvKwXXlfLOqPetIt27SOo8xpIcKoyXj+X1e7+SfAPK/r0AcCqWcQMA2G3r1q3Kzs4uVds6deooIiKiwPF169Zp8uTJ1rKfn58WLFig4ODgQvt58skntWrVKi1btkySdOzYMY0ZM0bffvutXXGEh4crPj5ey5YtU7du3TR9+nT16tXLuqzUxYsXNW/ePE2cONG6LJgk1a1bV6+99lqxfVerVk0LFy5Unz59rImkb7/9Vm3bttVTTz2loUOHqnHjxgXaHTlyRJs2bdKSJUu0dOlSJSUl6eWXX7br/cCiIp77fv36ac+ePZIsic1evXpp3LhxioiIUFBQkM1SaG3bti11UmDXrl02+1/Vrl1bDRo0KLbNxYsX9cUXX0iSBg4caJOYKky1atWsf68MyZ4VK1boueeeU/fu3TVs2DD16dNHrVq1ko+P7UfvxMRELVu2TNOmTSuwb1KzZs300ksvuTBqz7Bo0SKbmZfNmjUrcq80e0VFRdns1RMdHa3/+7//u6I+AQBABWXOkc7FSad2WZZiO3lpKTZXJHHyM3lLta+W6ra1LMNWt51lSbagfEkcR/hWkW5/R7pxomXW0eFfpYxkyT9Yatxd6sTSbUB5RrIHAGC38ePHl7rtnXfeqSVLltgcO3/+vEaMGGFzo3nq1Knq3Llzkf2YTCZFR0erffv2On78uCRp6dKlmjFjhh5//PES47j//vu1ceNGrVy5Ulu3blVkZKRq1qyp8PBwpaen6+DBg0pLS7Np4+/vr7lz56p69eol9t+zZ0/FxMRozJgxSk+3TNU/duyYxo8fr/Hjx6t+/fqqU6eO/P39lZiYqNOnT9sklVB6Fe3cP/roo/r444+t7+X48eNF7lE1a9Ysm2UPHVGaJdxWrVqljAzLxrGDBw8usf6JEyckSYGBgWrVqlUpoiyffv31V/3666+SLD9HGjZsqGrVqsnb21vnzp3ToUOHZDabC7SrV6+eli9frpo1a7o6ZLcrbAm3K3XnnXcqMDDQuvfV77//ru3bt9u9NxUAAPBASSek7XOkwxuk9CQpIMTxZEVagm1C59Ru6fQeN+2tU9M2oVO3rVS7leTjXzbjhdSXbnymbPoG4DYkewAAbjNmzBgdPXrUWr7tttv01FNPldiuVq1a+vzzz9WnTx/rjdIJEyaoZ8+eJd688/Ly0sKFCzVw4EDrhvHnzp0rcim43L2C+vbta+/bUlRUlFq0aKERI0Zo//79Nq+dOHHCeuO7KN7e3goLC7N7PFxWkc59y5YtNWfOHI0ZM0YpKSllNk5pkj1521x33XUl1t+wYYMkKSIiwmYvosokIyPDrqX4br31Vs2aNUt16tRxQVSe5fDhwzZLekoqcp80R1StWlUDBw7Ul19+aT0WHR1NsgcAgPIoK01a8Zwl0WPOt+pE3Grpp6lSx/ss+83kLkNmna2Tm9S5lOBJOlqw/7Jm8pZqtbyc0Kl7jeXP4Hqln60DAJeQ7AEAuMWMGTNsll4LCwvT7Nmz7W4fGRmp559/Xq+++qoky43UqKgobd26VUFBQcW2rVatmlavXq3p06dr+vTpOnv2bIE6fn5+GjRokKZPn66GDRvaHVeuzp07KzY2VvPmzdOHH36ozZs328xgys/f31833HCDbr31Vo0YMaLS7dPhTBXp3A8ZMkQ33HCDYmJitGbNGsXGxiohIUEXL16UYRhOGSN/ssee/XpOnjxp/XtJSYkdO3bo4MGDkirHEm6S9Pzzz6t169Zat26d9u7dW+z3nyQFBQXplltu0d///nf16tXLRVF6npiYGJvv67Zt26pdu3ZO6fuee+6xSfbMmzdPb7zxhnx9fZ3SPwAAcIGsNGnuECl+fdF1zNnS1lnSwZ+kRtdJZ/a6b7ZOlRqXkjqXEjr12km1rmYvHABlxuSsGwUAnM9kMrWVtDu3vHv3brVt27bU/WVnZ+vAgQM2x1q0aFFgD4FyLSFeerfgvjCSpCd+l6qHuzYeOIXZbFZaWpqqVKlS7CbwhVm7dq169+5tLb/88ss2S2FlZ2drw4YN2rVrlxISEhQSEqKGDRuqd+/eCg0NddI7sOzNsXHjRh0/flxnz55VVlaWgoODVadOHbVq1UpXX321AgL40F8WOPfON2rUKMXExEiS9u3bV+yePffdd5/mzp0rSfr00081duzYYvu+kuvdE6Wmpio2NlaHDh3SiRMnlJKSIrPZrNDQUFWvXl1t2rTRNddcU2lnPKFslIfPfBkZGdq9e7fatWsnf/8yWqIGgEfgeofTLH3SksjxNCZvqVaLPEuwXfqqZLN1uNYB6Y8//sj/wFo7wzD+cNX4nvNpHwAAN/Dx8VHPnj3Vs2fPMh2nWrVq6t+/f5mOgcJx7p0v72yebdu2FZns+fHHH/X5559by5VlZk9egYGB6tKli7p06eLuUAAAAMqv3D163K1K9UtJnWsuJXUu7a3DbB0AHoBkDwAAABzSvXt3699fffVVDR48uMDTe5s2bdKQIUOsy3L5+fk5bUkuAAAAVALmHOn4Dumv1dLWmIJ79JQl62ydtpdn6tRrJwXXr1SzdQCULyR7AAAA4JCBAwcqPDxc8fHxio2NVa9evfTMM8/oqquu0qlTp7RkyRL997//lWEYCggIUHp6utq1a8f+KAAAAChewiEpbo0Ut1o6+LOUfqHsx8ydrWNdhq2tVLs1s3UAlDskewAAAOAQX19fzZs3TwMGDFBycrJ+++03DR061KZOQECAZs6cqb/97W+SKucSbgAAAChB2gXp0DpLcidujZRwsOzGMnlJNVtcTujUvYbZOgAqFJI9ACqW6uHSpER3RwEAFV737t21detWvfrqq1q1apXOnDmj4OBgXXXVVYqMjNQTTzyho0ePKisrSxLJHgAAAEjKyZKObpH+ujR759hWyTCX3XjVGkk3TrQkdWq3knyrlN1YAOBmJHsAAABQKi1atFBMTEyRrzdq1Mi6Zw8AAAAqIcOQzv1pmbXz1xrp4DopM9l143caJXW6z3XjAYAbkewBAAAAAAAA4BwXz0kH115K8Ky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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']\n",
" I = probe['I'] + I_corr[index]\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": 9,
"id": "54664dff-391c-4b6f-886e-e1bd4654c809",
"metadata": {},
"outputs": [],
"source": [
"I_in = []\n",
"dIdU = []"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "bfaa33ac-4c2a-4f2e-9060-4a5cec648b1c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"I_plus_5 = 95.8328\t I_minus_5 = -95.9134\n",
"I_plus_3 = 52.4716\t I_minus_3 = -52.5127\n",
"I_plus_1.5 = 25.8552\t I_minus_1.5 = -25.8095\n"
]
},
{
"data": {
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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']\n",
" I = probe['I'] + I_corr[index]\n",
" plt.errorbar(U, I, yerr=0.003*I, xerr=0.003*U, linestyle='-', marker='.', markersize=5, alpha=0.1, color=f\"tab:{colors[index]}\")\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",
" I_in.append(line(0, ptr_plus[0], ptr_plus[1]) * 1e-6)\n",
" dIdU.append((I[11] - I[10]) / (U[11] - U[10]) * 1e-6)\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-fit.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f8ecf512-050e-4b8d-b02b-00dadf17dadb",
"metadata": {},
"outputs": [],
"source": [
"I_in = np.array(I_in)\n",
"dIdU = np.array(dIdU)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "5f36f744-de49-4724-a855-8fd7956dc46f",
"metadata": {},
"outputs": [],
"source": [
"e = 1.6e-19\n",
"me = 9.1e-31\n",
"k = 1.38e-23\n",
"kTe = 0.5 * e * I_in / dIdU"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "2aaffe8e-6be3-47cd-aecd-099871fd5417",
"metadata": {},
"outputs": [],
"source": [
"dU = 2 * kTe / e\n",
"T = 11800 * dU"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "6ed2bd62-f4bd-4c2e-b9f2-64f8531ff7b2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([42973.01960467, 62783.49451912, 65561.29135539])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"T"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "a1bc3c32-7e4c-4287-ad8e-986d0976f4e1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.82089066, 2.66031756, 2.77802082])"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"kTe / e"
]
},
{
"cell_type": "markdown",
"id": "30a91e74-973a-413e-964a-415419601631",
"metadata": {},
"source": [
"11. Концентрация электронов"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "a93eced5-57d8-4f5d-9a51-f67347be01db",
"metadata": {},
"outputs": [],
"source": [
"d=0.2e-3\n",
"l=5.2e-3\n",
"n_e = 2.5 * I_in / (e * 3.14 * l * d * np.sqrt((2 * kTe) / (22*1.66e-27)))"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "907c9a45-f6a8-463d-8d71-db964f1d45e1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.14794130e+17, 5.20001953e+16, 2.50742641e+16])"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"n_e"
]
},
{
"cell_type": "markdown",
"id": "9e916a94-a15c-42fb-a371-73924e5b30cf",
"metadata": {},
"source": [
"12. Плазменная частота колебаний электронов"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "e89bdcb2-4672-4f12-a3c1-5ad13837fc91",
"metadata": {},
"outputs": [],
"source": [
"w_p = np.sqrt((4*np.pi * e**2) / me) * np.sqrt(n_e)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "be2c9578-5b5f-49c2-aef7-aeec63f63f1b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([201448.50999052, 135583.45788038, 94149.5646552 ])"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"w_p"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "af2cc93e-e468-4554-b2bb-6125293856dc",
"metadata": {},
"outputs": [],
"source": [
"rDe = np.sqrt(kTe / (4*np.pi*(e**2)*n_e))"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "cc90fb89-62a5-4885-8d77-bd801c02c60a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([2.80877642, 5.04428168, 7.42315839])"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"rDe"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "c75a366e-32fe-46e8-8247-8f0124d8ac43",
"metadata": {},
"outputs": [],
"source": [
"rD = np.sqrt(k * 300 / (4*np.pi*(e**2)*n_e))"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "6f577488-e13e-462c-9be5-35154a18c99a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([0.3348231 , 0.49747673, 0.71640921])"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"rD"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "986fdf69-d8c0-46b0-915c-c3d1f286e3fb",
"metadata": {},
"outputs": [],
"source": [
"ND = 4/3 * np.pi * (rD)**3 * n_e"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "84cf5b5c-1e1c-4bf7-b8ae-c5422056c777",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.80490578e+16, 2.68171048e+16, 3.86189338e+16])"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ND"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "728229fc-6e84-4264-98e6-94e31ac6dd92",
"metadata": {},
"outputs": [],
"source": [
"alpha = n_e / (266.6 / (300 * k))"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "c9f63713-eaed-472e-9526-08d915c9d245",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.78262453e-06, 8.07504908e-07, 3.89375294e-07])"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"alpha"
]
}
],
"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"
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},
"nbformat": 4,
"nbformat_minor": 5
}