Lugovtsov/vaki-autoelectron-emission/plots.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "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': 150.0,\n",
    "    'font.size': 12.0,\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "5e765906-9269-4ba2-81ba-fb2fd3d798f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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
      "text/plain": [
       "<Figure size 900x600 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": 16,
   "id": "5b0cd085-4398-4b10-b6cc-3147d4e616f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13991140.642303433"
      ]
     },
     "execution_count": 16,
     "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": 17,
   "id": "cfe69bd0-e5c9-45af-826b-22e759bc6eca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8.32"
      ]
     },
     "execution_count": 17,
     "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": 18,
   "id": "8a4273c4-db67-40b9-b887-926d8e6866e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# def vah_func(u):\n",
    "#     return S_e * (1.537e10 / )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "id": "24817123-a6cd-47a5-a153-7d4e6ab68135",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "U_min = 800\n",
    "\n",
    "for i in range(1, 6):\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] * 1e-3 # кВ\n",
    "    U_res = df[10]\n",
    "    R = 26.99e3 # Ом\n",
    "    I = U_res / R * 1e6 # мкА\n",
    "    \n",
    "    title = (\"Первая серия измерений\" if (i // 4 == 0) else \"Вторая серия измерений\")\n",
    "    plt.plot(U, I, lw=5, alpha=0.03, ls=\"\", marker=\"o\", markersize=4, color=f\"C{i // 4}\", label=(title if i % 4 == 1 else None))\n",
    "    \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(\"rising-RAW-DATA.png\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "id": "8dfd4820-1065-4364-abe3-498825506a74",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "U_min = 800\n",
    "\n",
    "for i in range(1, 4):\n",
    "    df = pd.read_csv(f\"BOTH-{i}.csv\", header = None)\n",
    "    df = df.loc[lambda x : x[4] > U_min]\n",
    "    \n",
    "    U = df[4] * 1e-3 # кВ\n",
    "    U_res = df[10]\n",
    "    R = 26.99e3 # Ом\n",
    "    I = U_res / R * 1e6 # мкА\n",
    "    \n",
    "    plt.plot(U, I, lw=5, alpha=0.03, ls=\"\", marker=\"o\", markersize=4, color=f\"C0\")\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
}