mirror of
https://github.com/galera951/experiment-automation.git
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202 lines
47 KiB
Plaintext
202 lines
47 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 14,
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"id": "a21511dc-d48d-4171-bf38-7ed030488d14",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"# %load ../processing_tools.py\n",
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"import numpy as np\n",
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"from scipy.optimize import curve_fit\n",
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"import pandas as pd\n",
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"\n",
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"def line(x, k, b):\n",
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" return k * x + b\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"import matplotlib\n",
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"import scienceplots\n",
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"\n",
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"plt.style.use(['science', 'russian-font'])\n",
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"\n",
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"matplotlib.rcParams.update({\n",
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" 'figure.figsize': [6, 4],\n",
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" 'savefig.facecolor': 'white',\n",
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" 'figure.dpi': 150.0,\n",
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" 'font.size': 12.0,\n",
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"})\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"id": "ebe7c967-eed8-4701-80a5-3f276e07347b",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"h = np.array([10, 20, 40]) # mm\n",
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"ds = np.array([0, 1, 3]) # mm"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 19,
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"id": "549aff15-dfb2-48b0-9802-f33cbfd7c3f5",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"(k, b), _ = curve_fit(line, h**2, ds)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"id": "c6234bfd-5756-4422-a7c9-557be49f0e67",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"x = np.linspace(0, 1700, 100)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 28,
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"id": "2160928d-976d-4dd2-9074-ce026fb1f801",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 900x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.scatter(h**2, ds)\n",
|
|
"plt.plot(x, line(x, k, b))\n",
|
|
"\n",
|
|
"plt.xlabel(r'Квадрат диаметра диафрагмы $h^2, \\text{мм}^2$')\n",
|
|
"plt.ylabel(r'Отклонение $\\delta s$, мм')\n",
|
|
"\n",
|
|
"plt.savefig('images/dSonH2.svg')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"id": "2f749ff7-6a94-4a4a-8339-ea843247e055",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"1.1904761904772945"
|
|
]
|
|
},
|
|
"execution_count": 32,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"line(625, k, b) - line(0, k, b)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "5889dd05-8f4c-42a1-8c27-fe2b8fbcbea7",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"f_chr = 0.5e-3\n",
|
|
"f_D = 5e-2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "e350de8c-412c-4732-a65c-33220c837c19",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"nu = f_D / f_chr"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "4e359270-52c7-47e4-ac2d-8685fb69d1d9",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"100.0"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"nu"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "4cf6e3cb-a91f-4dd7-b1ac-efd0b15b32ab",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.6"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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