Lugovtsov/vaki-autoelectron-emission/plots.ipynb
2023-09-29 12:46:12 +03:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"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([\"bright\"])\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": 2,
"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]]*1e-1, marker=\".\", lw=.5, ls=\"--\")\n",
"plt.xlabel(\"Напряжение, кВ\")\n",
"plt.ylabel(\"Сила тока, мкА\")\n",
"\n",
"plt.savefig(\"hand-VAH.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "d084ce30-37aa-440c-ab41-591ab094d21f",
"metadata": {},
"source": [
"сопротивление нашей цепи"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5b0cd085-4398-4b10-b6cc-3147d4e616f8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"13991140.642303433"
]
},
"execution_count": 3,
"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": 4,
"id": "cfe69bd0-e5c9-45af-826b-22e759bc6eca",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"8.32"
]
},
"execution_count": 4,
"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": 5,
"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": 6,
"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": 7,
"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\"]*1e-3, dots[\"Current\"]*1e6, alpha=0.01, ls=\"\", marker=\".\", markersize=2, color=f\"C{num}\")\n",
" plt.plot(line[\"Voltage\"]*1e-3, line[\"Current\"]*1e6, lw=1.5, alpha=1, color=f\"C{num}\", label=ex_name)\n",
"else:\n",
" df = pd.read_csv(\"VAH.csv\")\n",
" cols = df.columns\n",
" plt.plot(df[cols[0]]*1e-3, df[cols[1]]*1e-1, marker=\".\", lw=1, markersize=3, ls=\"--\", color=\"C2\", label=\"Ручные измерения\")\n",
" \n",
"plt.xlabel(fr\"Напряжение, кВ\")\n",
"plt.ylabel(fr\"Сила тока, мкА\")\n",
"# plt.yscale(\"log\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"all-VAH.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "8c61ec35-5368-4a1c-8708-9f5b08d969f7",
"metadata": {},
"source": [
"### Прямые с осциллографа"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "f964e34e-f019-49d3-9815-86764aad6a64",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0: k= -10.50\tb= -15.26\n",
"1: k= -7.50\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 = 1e3 / 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\"$\\dfrac {10^3} U$\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"osc-NORDGAME-FAULER.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "bb204b4f-dc40-4da5-bb0f-465162d6460f",
"metadata": {},
"source": [
"### Прямая ручная"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "6b0c2a09-1033-43c5-baa4-02616c6bdb91",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1: k= -11.41\tb= -14.52\n"
]
},
{
"data": {
"image/png": 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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",
"volt_h = df[cols[0]]\n",
"curr_h = df[cols[1]]*1e-7\n",
"\n",
"x = 1e3 / volt_h\n",
"y = np.log(curr_h) - 2 * np.log(volt_h)\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\"C2\", label=\"Ручные измерения\")\n",
"plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C2\")\n",
"\n",
"plt.xlabel(r\"$\\dfrac {10^3} U$\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"hand-NORDGAME-FAULER.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "a212083d-2d53-4522-860d-8eba58766461",
"metadata": {},
"source": [
"### Все вместе"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "d668aa7a-0a40-475b-9876-698f4bc62c0a",
"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, line) in enumerate(zip(experiment_names, ex_result)):\n",
" x = 1e3 / line[\"Voltage\"]\n",
" y = np.log(line[\"Current\"]) - 2 * np.log(line[\"Voltage\"])\n",
" \n",
" plt.plot(x, y, ls=\"\", marker=\".\", markersize=3, color=f\"C{num}\", label=ex_name)\n",
" plt.plot(x, line_func(x, *(opt_arr[num])), lw=1, alpha=.5, color=f\"C{num}\")\n",
"else:\n",
" x = 1e3 / volt_h\n",
" y = np.log(curr_h) - 2 * np.log(volt_h)\n",
"\n",
" plt.plot(x, y, ls=\"\", marker=\".\", markersize=2, color=f\"C2\", label=\"Ручные измерения\")\n",
" plt.plot(x, line_func(x, *(opt_arr[-1])), lw=1, alpha=.8, color=f\"C2\")\n",
" \n",
"plt.xlabel(r\"$\\dfrac {10^3} U$\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"osc-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": 26,
"id": "21ac3719-9a57-4f80-9858-fc3c018fb1ad",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"beta:\t6.21e-04\n",
"beta:\t8.69e-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:\\t{beta:.2e}\")"
]
},
{
"cell_type": "code",
"execution_count": 27,
"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()"
]
}
],
"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"
}
},
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