Lugovtsov/vaki-autoelectron-emission/plots.ipynb
2023-09-29 13:41:43 +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, color=\"C2\", 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\"$\\dfrac {10^3} U$, у.е.\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\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": 9,
"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\"$\\dfrac {10^3} U$, у.е.\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\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": 10,
"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=4, color=f\"C{num}\", label=ex_name)\n",
" plt.plot(x, line_func(x, *(opt_arr[num])), lw=1, 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=4, color=f\"C2\", label=\"Ручные измерения\")\n",
" plt.plot(x, line_func(x, *(opt_arr[-1])), lw=1, color=f\"C2\")\n",
" \n",
"plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\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": 11,
"id": "21ac3719-9a57-4f80-9858-fc3c018fb1ad",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"beta:\t6.21e-01\n",
"beta:\t8.69e-01\n",
"beta:\t5.71e-01\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": "markdown",
"id": "d030c573-6440-4bcc-bab6-2887bd67624d",
"metadata": {},
"source": [
"# тоже самое, но для каждого файла в отдельности"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "9e61c01d-77b7-4984-b906-68f55031aed4",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['RISING-1.csv',\n",
" 'RISING-2.csv',\n",
" 'RISING-3.csv',\n",
" 'RISING-4.csv',\n",
" 'RISING-5.csv',\n",
" 'BOTH-1.csv',\n",
" 'BOTH-2.csv',\n",
" 'BOTH-3.csv']"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"file_names = [f\"RISING-{i}.csv\" for i in range(1, 6)] + [f\"BOTH-{i}.csv\" for i in range(1, 4)]\n",
"file_names"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "cef56c78-13e9-435f-b84e-9549f195e647",
"metadata": {},
"outputs": [],
"source": [
"U_min = 900\n",
"R = 26.99e3 # Ом\n",
"\n",
"column_names = [\"Voltage\", \"Current\"]\n",
"dots_result = []\n",
"\n",
"for num, f_name in enumerate(file_names):\n",
" result = pd.DataFrame(columns=column_names)\n",
"\n",
" df = pd.read_csv(f_name, 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",
" dots_result.append(result.groupby(\"Voltage\").mean().reset_index())"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "ec61c33d-578b-45e4-9146-049724620a32",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0: k= -15.31\tb= -11.32\n",
"1: k= -10.81\tb= -14.96\n",
"2: k= -15.25\tb= -11.58\n",
"3: k= -10.82\tb= -15.03\n",
"4: k= -7.69\tb= -17.53\n",
"5: k= -7.45\tb= -17.89\n",
"6: k= -7.95\tb= -17.49\n",
"7: k= -7.96\tb= -17.50\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, (f_name, line) in enumerate(zip(file_names, dots_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=f_name)\n",
" plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C{num}\")\n",
"\n",
"plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n",
"plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"separ-NORDGAME-FAULER.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "285e6509-6d8b-4235-8fc8-1134142e685d",
"metadata": {},
"outputs": [],
"source": [
"opt_arr = np.array(opt_arr)\n",
"k_arr = opt_arr.T[0]\n",
"b_arr = opt_arr.T[1]"
]
},
{
"cell_type": "markdown",
"id": "4b8623ef-91d3-455d-9093-8c2a60201356",
"metadata": {},
"source": [
"### Первый случай (b от ln -k)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "5af98fb6-4675-493e-aad6-19a8810a096a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"k= 8.97\tb= -36.05\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x = np.log(-k_arr)\n",
"y = b_arr\n",
"\n",
"popt, pcov = curve_fit(line_func, x, y)\n",
"print(f\"k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n",
"\n",
"plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C0\", label=\"Коэффициенты прямой\")\n",
"plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C0\")\n",
"\n",
"plt.xlabel(r\"$b$, у.е.\")\n",
"plt.ylabel(r\"$\\log -k$, у.е.\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"separ-1-KOEF.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "9591a07f-d002-4b3c-b329-cfc1823e5080",
"metadata": {},
"source": [
"### Третий случай (b + 2 * log(-k) от exp(-b / 2))"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "0202a50a-02d6-40dd-8d79-854d179273e4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"k= -0.00\tb= -6.90\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x = np.exp(-b_arr / 2)\n",
"y = b_arr + 2 * np.log(-k_arr)\n",
"\n",
"popt, pcov = curve_fit(line_func, x, y)\n",
"print(f\"k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n",
"\n",
"plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C0\", label=\"Коэффициенты прямой\")\n",
"plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C0\")\n",
"\n",
"plt.xlabel(r\"$\\exp{-b / 2}$, у.е.\")\n",
"plt.ylabel(r\"$b + 2\\log{-k}$, у.е.\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"separ-3-KOEF.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"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(\"all-VAH-BOTH.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8418865a-0381-4a73-986c-b13d75f23d64",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
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