Lugovtsov/vaki-autoelectron-emission/plots.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 26,
"id": "3e9c91d2-a8a3-4cf4-a3bd-682f4979776a",
"metadata": {},
"outputs": [],
"source": [
"# %load /home/glebi/git/experiment-automation/processing_tools.py\n",
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import pandas as pd\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib\n",
"import scienceplots\n",
"\n",
"plt.style.use(['science', 'russian-font'])\n",
"plt.style.use([\"light\"])\n",
"\n",
"matplotlib.rcParams.update({\n",
" 'figure.figsize': [6, 4],\n",
" 'savefig.facecolor': 'white',\n",
" 'figure.dpi': 200.0,\n",
" 'font.size': 12.0,\n",
"})\n",
"\n",
"def line_func(x, arg1, arg2):\n",
" return x * arg1 + arg2"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "5e765906-9269-4ba2-81ba-fb2fd3d798f1",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df = pd.read_csv(\"VAH.csv\")\n",
"cols = df.columns\n",
"\n",
"plt.plot(df[cols[0]] * 1e-3, df[cols[1]]*1e1, marker=\".\", lw=.5, ls=\"--\")\n",
"plt.xlabel(\"Напряжение, кВ\")\n",
"plt.ylabel(\"Сила тока, мкА\")\n",
"\n",
"plt.savefig(\"hand-measure-VAH.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "d084ce30-37aa-440c-ab41-591ab094d21f",
"metadata": {},
"source": [
"сопротивление нашей цепи"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "5b0cd085-4398-4b10-b6cc-3147d4e616f8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"13991140.642303433"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1263.4 / (903e-7)"
]
},
{
"cell_type": "markdown",
"id": "cd1ec375-3bdd-4bcb-88a0-fa6dcf173ec4",
"metadata": {},
"source": [
"максимальное напряжение на резисторе, который снимает ток"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "cfe69bd0-e5c9-45af-826b-22e759bc6eca",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"8.32"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1600e-7 * 52e3"
]
},
{
"cell_type": "markdown",
"id": "6a53d766-e438-4378-b7b0-db3c46578f2c",
"metadata": {},
"source": [
"аналитическая функция вах"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "8a4273c4-db67-40b9-b887-926d8e6866e1",
"metadata": {},
"outputs": [],
"source": [
"# def vah_func(u):\n",
"# return S_e * (1.537e10 / )"
]
},
{
"cell_type": "markdown",
"id": "59f5605a-6a22-49de-98a2-bc83e9d8d49b",
"metadata": {},
"source": [
"обработка данных"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "87f15973-cb08-477e-a81d-2a81e1536105",
"metadata": {},
"outputs": [],
"source": [
"U_min = 900\n",
"R = 26.99e3 # Ом\n",
"\n",
"column_names = [\"Voltage\", \"Current\"]\n",
"\n",
"experiment_names = [\"Первая серия измерений\", \"Вторая серия измерений\"]\n",
"file_idxs = [[1, 2, 3], [4, 5]]\n",
"\n",
"dots_result = [None, None]\n",
"ex_result = [None, None]\n",
"\n",
"for num, (ex_name, f_idxs) in enumerate(zip(experiment_names, file_idxs)):\n",
" result = pd.DataFrame(columns=column_names)\n",
"\n",
" for i in f_idxs:\n",
" df = pd.read_csv(f\"RISING-{i}.csv\", header = None)\n",
" df = df.loc[lambda x : x[4] > U_min]\n",
"\n",
" U = df[4] # В\n",
" U_cur = df[10]\n",
" I = U_cur / R # А\n",
"\n",
" result = pd.concat([result, pd.concat(dict(zip(column_names, [U, I])), axis=1)], ignore_index=True)\n",
" \n",
" result[\"Current\"] -= min(result[\"Current\"])\n",
" ex_result[num] = result.groupby(\"Voltage\").mean().reset_index()\n",
" dots_result[num] = result"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "24817123-a6cd-47a5-a153-7d4e6ab68135",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for num, (ex_name, dots, line) in enumerate(zip(experiment_names, dots_result, ex_result)):\n",
" plt.plot(dots[\"Voltage\"], dots[\"Current\"], alpha=0.01, ls=\"\", marker=\".\", markersize=2, color=f\"C{num}\")\n",
" plt.plot(line[\"Voltage\"], line[\"Current\"], lw=1.5, alpha=1, color=f\"C{num}\", label=ex_name)\n",
"\n",
"plt.xlabel(fr\"Напряжение, В\")\n",
"plt.ylabel(fr\"Сила тока, А\")\n",
"# plt.yscale(\"log\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"rising-RAW.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "f964e34e-f019-49d3-9815-86764aad6a64",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0: k= -10503.58\tb= -15.26\n",
"1: k= -7504.19\tb= -17.57\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"opt_arr = []\n",
"for num, (ex_name, line) in enumerate(zip(experiment_names, ex_result)):\n",
" x = 1 / line[\"Voltage\"]\n",
" y = np.log(line[\"Current\"]) - 2 * np.log(line[\"Voltage\"])\n",
" \n",
" popt, pcov = curve_fit(line_func, x, y)\n",
" print(f\"{num}: k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n",
" opt_arr.append(popt)\n",
" \n",
" plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C{num}\", label=ex_name)\n",
" plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C{num}\")\n",
"\n",
"plt.xlabel(r\"$\\dfrac 1 U$\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"rising-NORDGAME-FAULER.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "31fee377-ff25-4382-8f41-228790745a73",
"metadata": {},
"source": [
"Угол наклона полученной прямой получается по формуле\n",
"\n",
"$\\tan \\alpha = -0.683 \\cdot \\dfrac {\\phi^\\frac 3 2} \\beta$\n",
"\n",
"зная $\\phi = 4.5$ эВ -- работу выхода, находим $\\beta$ -- форм-фактор острия:"
]
},
{
"cell_type": "code",
"execution_count": 63,
"id": "21ac3719-9a57-4f80-9858-fc3c018fb1ad",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"6.21e-04\n",
"8.69e-04\n"
]
}
],
"source": [
"for opt in opt_arr:\n",
" tan_a = opt[0]\n",
" beta = -0.683 * (4.5**(3/2)) / tan_a\n",
" print(f\"{beta:.2e}\")"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "8dfd4820-1065-4364-abe3-498825506a74",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"idx = 900\n",
"U_min = 800\n",
"\n",
"for i in range(1, 4):\n",
" df = pd.read_csv(f\"BOTH-{i}.csv\", header = None)\n",
" data = [None, None]\n",
" df = df.loc[lambda x : x[4] > U_min]\n",
" \n",
" data[0] = df.loc[lambda x : x.index < idx]\n",
" data[1] = df.loc[lambda x : x.index >= idx]\n",
" \n",
" for (i, d) in enumerate(data):\n",
" U = d[4] * 1e-3 # кВ\n",
" U_res = d[10]\n",
" R = 26.99e3 # Ом\n",
" I = U_res / R * 1e6 # мкА\n",
"\n",
" plt.plot(U, I, lw=5, alpha=0.2, ls=\"\", marker=\"o\", markersize=4, color=f\"C{i}\")\n",
" \n",
" \n",
"plt.xlabel(fr\"Напряжение, кВ\")\n",
"plt.ylabel(fr\"Сила тока, мкА\")\n",
"# plt.yscale(\"log\")\n",
"\n",
"plt.savefig(\"both-RAW-DATA.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "62358105-e2cc-4451-852e-361302d16a0d",
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}