Lugovtsov/3.3.4-semiconductor-hall-effect/processing.ipynb
2022-10-24 05:48:26 +03:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 102,
"id": "1dd847b1-0ad5-4f0f-b22b-8c68142dcbe3",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"from scipy.optimize import curve_fit"
]
},
{
"cell_type": "code",
"execution_count": 103,
"id": "657cc2c7-920b-46e0-a7a8-ef65146ddf4e",
"metadata": {},
"outputs": [],
"source": [
"I_names = np.array([13, 24, 35, 46, 57, 68, 79, 90, 101])\n",
"I_values = I_names * 1.5 / 155# ток в мА"
]
},
{
"cell_type": "code",
"execution_count": 124,
"id": "61022dfd-06b7-43cb-ac1f-2128f46ff7ee",
"metadata": {},
"outputs": [],
"source": [
"colors = ['tab:blue', 'tab:orange', 'tab:green', 'tab:red', 'tab:purple', 'tab:brown', 'tab:pink', 'tab:gray', 'tab:olive', 'tab:cyan']"
]
},
{
"cell_type": "markdown",
"id": "cab0ae39-aeb0-425a-a38a-8491552135fe",
"metadata": {
"tags": []
},
"source": [
"### График зависимости индукции от силы тока в обмотках магнита $B = f(I_\\text{М})$"
]
},
{
"cell_type": "code",
"execution_count": 105,
"id": "4c853de8-c61e-4ce0-b796-ffaa6e697b12",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"df = pd.read_csv(rf'data/induction_on_amperage.csv')\n",
"\n",
"B = np.array(df['Ind[mT]'])\n",
"I_m = np.array(df['I[mA]'])"
]
},
{
"cell_type": "code",
"execution_count": 131,
"id": "576974ec-5d4d-42c1-9280-7a7f9b74a6be",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
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5+tOfPqY5JspZZ52VBx98MEmyZcuW3HvvvVm61BZrAAAADq5ZH+q95arz7BIZwfIlC3LLVefl2tX3ZtVBnju91+zO6bnIc6dbRoADtJVtvbuyau2Gpsx189oNecsFz/RQtQNofI7KiSeemM985jMH7NvT05NHHnkka9asyapVq/L9739/32tPecpT8rd/+7d54QtfeET1vOY1r8kHP/jBI5pjNN7//vfnNa95zWGPf8ELXrDv+3/+53/e77VXvOIVef7zn3/QsX19ffnmN7+5r7148eJ0dXWNaf3Gn9tzn/vcTJvWnptpn/nMZ+bWW2/d1/7a174mwAEAAGBEPtQ7cRbOm5mrV56Vt1zwzKxauyG3rtuYR7f2ZXvf7szpmpETj+nKhWednJXLFvndWgsJcIBx99j2vhFfHxgYSG9vf7r3TMtHvjJy6j8WO/r35ENfvj8/u/yph+6c5Lg5Y/tl+tGsMQj4yle+kpe+9KWjHn/CCSfk53/+5/PmN785J5xwQrPLOyoM300zY8aMPOc5zxmx/wMPPJCBgSc+QXTKKaeMec3Gn9tYjr2baMN3HiXJ+vXrW1MIAAAARwUf6m2Nud0dufTcJbn03CWtLoUDEOAA4+6c3zvwzo6JcM0nv5lrPvnNQ3dMsv4PXz7O1bSPr371q4c99oQTTsiv/Mqv5Bd/8Rdz/PHHN6+oo8zwMOVZz3pWuru7R+y/9zixvU4++eQxr9n4c2vH59/s1fj+Gt8/AAAADPfRO5r7od5VazcIJTjqCXAApqDGnRxj8d3vfjdve9vb8sd//Md5//vfn4svvviI63nzm9+cn/u5nzvieQ7l2c9+dlPmue+++7J58+Z97XPOOeeQYx5//PH92nPmzBnzuo0/t3YOcBrfX+P7BwAAgOFuu3NjU+e7dd1GAQ5HPQEOwBTz4IMP5rHHHtvXnjdv3n5hxHC11uzYsSPr16/P6tWr86d/+qe57777kiRbt27NK1/5ynz605/OS17ykiOq6YwzzsgZZ5xxRHNMpDvuuGO/9tlnn33IMT09Pfu1Z84c24P/Gn9uM2bMyJlnnjnimHXr1j3paLd//Md/HFXodsMNN+Syyy7b79rnP//5vOhFLxpVvbNmzdqvvWPHjlGNAwAAYGp65PHeps736NaRj/SHo0F7PvkYgHHTuIvjuc997kH7llIyZ86cnHnmmfnVX/3VfP3rX88P/uAP7nt99+7d+bVf+7Vxq7VdDX/+TTK6AKdRrXVM/Rt/bs961rPS1TXyc5sa60ySO++885Brbd++PW95y1v2u1ZKGdOOn7G+PwAAAKa2HU06Pm2v7X27mzoftIIdOMC4+8pbf2zE1wcGBtLb25vu7u784o1r85X7D7wb5HCcs3h+/t/PH/p4q6mk8TkqIwU4jebMmZP3vOc9WbFixb5rX//613PnnXcecjfIZDJ8B860adPyvOc975BjGnek9PaO7ZNFh/P8m+F1zpo1Kz09PVm3bt0hx/3e7/1eNm7cmK6urvT1DX5i6elPf3rmzp076np37ty5X3v27NmjHgsAAMDUM7tzer7XxPnmdPnVN0c/O3CAcXfcnK5Dfi2Y3Znj5nTlp567sKlr//TzFo5q/ePmjLyTYTIZyw6cA3n+85+f448/fsQ5J7vhwcgznvGMUYUT8+bN26+9bdu2Ma15OM+/2bsDZ8aMGbnooouSHHoHzre//e28613vSpKsXLly3/Wx7jLavn37fu1jjz12TOMBAACYWk46trup8514zNT5XQ+TlxgSaCsXn70o13zy7vQ0Ydvs7M7pWblsUROqmlyONMBJkkWLFuV733viczHf//73j6imu+66Kw8//PARzTEaz372s3PyyScf0RwPPvjgfu99tMHGU5/61P3aGzeO7eGMYw1wBgYG8rWvfS3J4PtesWJFbrrpptxzzz37drwdyK//+q+nr68vT33qU/PSl740f/d3f5ckOeecse1ka/x5nnrqqWMaDwAAwNRywZkn58vf2dS0+S4868j++x/agQAHaCtzuzuyctmi3Hj7A0c810XLFmVud0cTqpo8Nm/enPvvv39fe/r06Xn2s5895nn2Hqu1V+PxYGP1zne+Mx/84AePaI7ReP/735/XvOY1RzTH8N03ydgCnGnTpmVgYCBJ8tBDD416zcafWynlkMe23X333dmxY8e+Gvf237NnT77xjW8cMAD653/+53z84x9PMvgzGf5ex7oDpzHAWbJkyZjGAwAAMLX4UC88mSPUgLZz5flLM3/WkQUv82d15MrzlzaposmjcRfH6aefftCdGAczMDCQDRs27HftSHe1HE0ON8Dp6urK6aefvq/9wAMPjPo5OI0/tyVLlhzySLLG8OW5z31uSilJDnyM2u7du/OGN7whSfLDP/zDedWrXnVEAc7dd9+9X/s5z3nOmMYDAAAwtez9UG8z+FAvk4UAB2g7C+fNzHWXLk/XjMP7K6prxrRcf9nyLJw3s8mVHf2++tWv7tc+nOPTbr/99mzdunVfu5QyquexTBaNAc5Y3vvwY8j27NmTu+66a1TjGn9uY3n+TTIYvhx77LH7dsGsW7fuSf2vvfba3HXXXZk2bVre/e53J3nivf7AD/zAk57hcyjD15g3b16WLhWoAgAAMDIf6oX9CXCAtrR8yYLcePmKMf+P9vxZHbnpihU5Z/GCcars6NaM59+8853v3K+9fPnyJz3fZaw+8IEPpNY67l9Henxasn8wMtZg47zzzjvoXCMZ6/NvkifCl+nTp+87Pm3vn40Bzve///389m//dpLkda97Xc4+++zcd9992bx5c5KxP//m0Ucf3e+IuMb3DQAAAAfiQ72wPwEO0LaWL1mQW646L5esODWzOqeP2Hd25/RcsuLU3HLVecKbERxpgPMXf/EXufnmm/e79qY3velIyzpqPProo9m4ceO+9liPFXvZy162X/sLX/jCqMaNNcCpte4bc/rpp+97RtHeAKfxCLW3vvWt2bJlS4499thcffXVSZ58BNtYNL6vxvcNAAAAB+NDvfAEAQ7Q1hbOm5mrV56V2//Pj+Z//8TpT3r9nMXz846ffna+/H9+NFevPMsnLEbQ29v7pOeSjDbA2bJlS17/+tfnyiuv3O/6BRdckFe84hVNq7HdNe6YGWuwsXjx4jz72c/e1169evUhxxzo57Y3iDmYe+65J9u2bXtSjXt/3g899FC2bNmSJPna176W6667LknyW7/1WznhhBOS7B/gjHUHzuc+97n92hdeeOGYxgMAADC1+VAvDJrR6gIARmNud0d+dvlTc80nv7nf9f/38+fkuDldLarq6LJu3brs2bNnX3vWrFn5r//6r/zXf/3Xk/oODAxk69at2bBhQ/793/89n/jEJ9LT07Nfnx/6oR/Khz/84XGvu500Pv9mrAFOkrz61a/Ob/7mbyZJNmzYkDVr1mT58uUH7d/4czv++OOzaNHID3VsfP7NXsODn3Xr1uW8887Lr/3ar2VgYCCnn356rrrqqn2vH+4OnFprPv7xj+9rn3vuuTnttNNGPR4AAACSJz7U+5YLnplVazfk1nUb8+jWvmzv2505XTNy4jFdufCsk7Ny2aLM7T6y5+ZAuxLgAEwRjcdw9fT05KUvfelhzXXJJZfkve99b+bOnduM0o4aR7oDJxn8Z/fWt741tdYkyUc/+tERA5wjef5Nsv/umcWLF2f+/PnZvHlz7rzzzmzcuDGf//znkyR/8id/ko6OjifNsXjx4hx33HGjeGeD1qxZs9/zb37u535u1GMBAACg0dzujlx67pJceu6SVpcCE84RagBTRGMQcDhe9KIX5dZbb82HPvShHHPMMU2o6ugyPBg55ZRTcvzxx495jsWLF+93pNhNN92UgYGBg/Y/nABnb9BUSnlS/73HqP3Hf/zHvucXXXDBBfvV9NBDD+W73/1ukrGHVH/zN3+z7/u5c+cKcAAAAAAOkx04AFPEWAKcmTNnZt68eVmwYEGe85zn5PnPf34uvPDCPOMZzxjHCtvbY489lgceeGBf+3B23+z1+te/PrfcckuS5P7778+nP/3pvOxlLztg38af26GefzN8zNKlS5+0S+p5z3tePve5z+WGG27IwMBAOjo68qd/+qf79Tnc59/09fXlxhtv3Nd+7WtfOyWDPgAAAIBmEOAATBFf/vKXW13CUe24447bd+zZkfqxH/uxnHPOOft2yrz3ve89aIAz1p/bt7/97WzZsiXJgUOmvQHQ3l0/v/qrv5rTTz99vz6H+/ybD3/4w9m0aVOSpKOjI69//evHUDkAAAAAwzlCDQBa4B3veMe+7z/xiU/km9/8ZlPmPdTumWXLlqWrqytdXV1ZtGhR3va2t415joP54z/+433fv/a1r81pp5026rEAAAAA7E+AAwAtcOGFF+aFL3xhkqTWmne+851NmXfvrp7kwLtnnvOc56S3tze9vb156KGHcuyxxx50jkWLFuWEE04Y1bq33HJL1q1blyTp7u7OW9/61sMpHwAAAIAhAhwAaJF3vetdmTZt8H+Kb7jhhnzrW9864jkP9/izvb773e/m4YcfTjL63Te11vzWb/3WvvYb3/jGPPWpTx3z2gAAAAA8QYADAC2yfPnyvO51r0uS7N69O7/5m795xHPuDXCWLFmS+fPnj3n8oXbwHMiHP/zhrF27Nklyyimn5Dd+4zfGvC4AAAAA+xPgAEALXXfddam1ptaaj3zkI0c01/3335/HHnssyeHtvkkObwfPq171qn3v4cEHH8ysWbMOa20AAAAAnjCj1QUwsUop3UlekOSZSeYn6U/yUJLba63fafJaT0vy/CSnJOlMsjnJ3Um+VGvtbeI6E/aeaK3j5nRl/R++vNVlQNtavHhxaq1HNMdv/uZvNmUnEAAAAABHRoDTYqWURRkMOVYM/bk8ydxhXe6vtS5pwjrHJ3l7ktckmX2QPl9J8ru11o8d4VoXJfmtJAf76Pb2UsoHkvxOrfX7R7DOhL0nAAAAAACYSAKcFiilvDDJ/5fB0GbhBKz3kiQfSfKUQ3Q9J8nNpZQbklxRa+0f4zpdSf46ySWH6Donya8keWUp5WdqrV8YyzpDa70kE/CeAAAAAACgFTwDpzV+MMnKTEx488NJbs2Tg44tSdYmWZ9kT8Nrlyb521JKGcM605J8OE8Ob/YkuS/JV5M83vDa8UluK6WcO9p1htaakPcEAAAAAACtIsBpP9ubNVEpZX4GQ5WZwy7fn+SiJAtqrWfXWk9LsiTJXzUMvzjJG8aw3JuS/HTDtb9Mcmqt9QdqrcuSLBia94FhfWYl+ftSyrGjWWSC3xMAAAAAALSEAKe1tiX5XJI/SvKKDIYO/62J878p++/yuS/JC2qtH6vDnnJda32o1vqLSRqfWv22ocBkRKWU4w4w9jdqrb9Ua3142DoDtdZVSV6QwV0ye52S5NdH84YyQe8JAAAAAABaSYDTGp9I8uwk82qt59da31xr/Yda6/3NWqCUcnySX224fMXwQOUA/iDJ8OfRHJvkjaNY7s1J5g5rfyHJNQfrXGvdkOTyhstvGAqCDmqC3xMAAAAAALSMAKcFaq3frrXeVWsdGMdlXpVkzrD2F2qtnz1EXTXJ7zRcft1Iz40ZevbNaxsu//bw3TAHWeuzSb447NLcJD870phM0HsCAAAAAIBWE+BMXo3Po/nrUY5bncFjyfY6KckPjdD/BUmOH9b+TgaPhRuNxpouOkT/iXpPAAAAAADQUgKcSaiUMifJixou//Noxg7tWPlMw+WfHGHIyxvanz7U7pvhfRvaLymlzD5Qxwl+TwAAAAAA0FICnMnp2Uk6hrXvq7U+Mobx/9bQft4IfRtf+9JoFxl6ds36YZc6k5xxkO4T+Z4AAAAAAKClBDiT07Ma2neNcXxj/8b5WrHWRL6no86BHukz+o1QAO1tYODJj4zzKDMAAABgshPgTE6nN7QfHOP4xv6LSyndjZ1KKTOTnNrktRprP9j1cXlPR6tp0578r/KuXbtaUAlA8+3evftJ1w709x4AAADAZDKj1QUwLk5oaD80xvGPJtmdJ+6PaUmOS7Khod9Tkgz/CPSuJN8d41qNczbWfrDr4/WexqyUckKS48c47GlHum5DDens7Ex/f/++a9u3b8+sWbOauQxAS2zfvn2/dmdnpx04AADQZrb27sqqOzbktjs35pHHe7Ojf09md07PScd254IzT87FZy/K3O6OQ08EwD4CnMlpTkN7x1gG11prKWVnkrkjzHmgaz117Od2NdZ2oHUOdH283tPh+OUkbz+SCfr7+9PX13dERcycOTO9vb37fqn5+OOP57jjjjsqfsm597aptR7wqCQYL+699ldrzeOPP77fz2rmzJlH/Hdmq+0N3IcH7zAR3Hu0inuPVnHv0SpT6d7b+Hhv/uIL9+UTX38kPf179nvte0nWP9aTL39nU6755N35qeeclF980Wk5+dhJcyhKW5pK9x/tZbLee618PwKcyakxmOg9jDkOJ8A53HVGmrPZa41HgHPE7rnnnqb+8rirqyv9/f154IEHcvzxxx8VIU6S9PYezo8Vjpx7rz3VWvO9730v/f39qbXuC202btyYjRs3tri65vjWt77V6hKYotx7tIp7j1Zx79Eqk/3eu/v7/fmDf9uc7f2H/jxvT/+e/N2aDbnl6w/nLS+cn2c+pXMCKpzaJvv9R/uabPfet7/97ZatLcCZnBo/xnA4EWHjR5tntnCdiV5rwj396U/PGWeccURz1FrzwAMPZNeuXfsCm507d2bjxo2ZO3du5syZk46OjrYMc/b+Yrarq6st62Pycu+1n1prdu3ale3bt2fbtm37/k4rpaS7uzsdHR059dRTj/qfV39/f771rW/lGc94Rjo7/YcrE8e9R6u492gV9x6tMhXuva88sCXvWHVH+naP7TCWbf017/jilrz/srNzzqnzxqe4KW4q3H+0p8l677XyObwCnMmp8aPkh/NvS9ch5pzIdSZ6rbF6b5KPjHHM05J8bG+js7MzXV2N5Y3dKaeckgceeCDDT7LbvXt3Nm/enM2bNx/x/OOl1ppa675f0sJEce+1v+E/l2nTpuWUU05Jd/fkOW6hWX//w1i592gV9x6t4t6jVSbrvffwlp355b/9Wvp2H95pIn27B3Ll334tt1x1XhbOa5vP1046k/X+o/1NtnuvlWGUAGdy2t7QPpzfdDX+r2fjnBO5zkSvNSa11u8m+e5YxozXL4pnzZqVU0899UkhDsDRrpSSU089NbNmzWp1KQAAMOVdu/rebOnZdURzbO7ZlWtX35urV57VpKoAJp/W7f1hPDUGE7PHMrgMpguHE+DMKmNPJhprG22AM17v6ai3N8Tp6OhodSmjVmtNb2+v0IkJ5947Ouw9Nk14AwAArbetd1dWrd3QlLluXrsh23qPLAgCmMzswJmcGneDnDLG8Sdm/3tjIMn3D9Dv+0lqkr2hTUeSE5I8Ooa1FjW0D7aTZaLe06Qwa9asPO1pT0tfX1+2bt2abdu2pb//cB4bBNAanZ2dmTt3bo455hjPKAIAgDby0Ts2pKd/T1Pm2tG/J6vWbsil5y5pynwAk40AZ3L6ZkP71DGOb+x/f631Sc+LqbXuLKU8kGRxw9ixBDiNa919kH4T8p4mk70P/O7u7s4JJ5yQWmsGBgbacqdBf39/vvGNb+S0006bVA84o/2599pPKSXTpk0T2AAAQJu67c6NTZ3v1nUbBTgAByHAmZwaQ5Azxjj+WYeYr/G14QHOGUn+cxzWmsj3NCmVUjJ9+vRWl3FAe/YMfnJn+vTpmTHDX0tMHPceAADA2DzyeHM/D/vo1r6mzgcwmXgGzuT0X0mGHyC6pJRy8hjGv7Ch/dUR+ja+9oLRLjJU05Jhl3Yluesg3SfyPQEAAABwADuadHzaXtv7djd1PoDJRIAzCdVatyX5QsPll45mbBk8s+bHGi5/YoQh/9TQ/rEy+nNvfryhvbrWuv1AHSf4PQEAAABwALM7m3u6x5wupyEAHIwAZ/L6eEP7F0Y57vwkpw1rP5rk9hH6fynJ94e1fyDJS0a5VmNNHztE/4l6TwAAAAAcwEnHdjd1vhOP6WrqfACTiQBn8vq7JDuGtV9USvmRkQYM7VR5e8Pl99daBw42Zui1DzRcfvuhduGUUn40yXnDLm1L8vcjjckEvScAAAAADuyCM8dyov2hXXhWc+cDmEwEOJNUrfW7Sd7TcPn6UsrCEYb9RpIXDWs/nuSPRrHcNUmGH3324iT/+2CdSymLklzfcPndtdbvH6j/XhP8ngAAAABocPHZizKrSceoze6cnpXLFjVlLoDJSIDTIqWUF5ZSfqzxK8k5DV27D9Rv6OuMQyzzziSPDGufluRLpZSfGr5DppRySinlL5Nc3TD+6lrrpkO9l6Hg5fcbLv9BKeW9w8OVUsq0UspFGTx2bcmwvg8n+b+HWmfIhLwnAAAAAJ5sbndH00KXi5YtytzujqbMBTAZeUpY69yYZPEo+p2Y5NMHee2DSV5zsIG11k2llFcm+VSSvQeULs7gs2a2lFLuSzIvyalJGj868bEkfzyK+va6JskLkvzksGu/lOR/llLuz+DOl9OG1htuZ5KfrbVuGc0iE/yeAAAAAGhw5flLc+u6jdncs+uw55g/qyNXnr+0iVUBTD524ExytdYvJHl5ksZdJ/OSLMtgqNIYdNyU5JW11jqGdQaSvCKDz6kZbnqSHxhaa17Da48lubDW+m+jXWdorQl5TwAAAAA82cJ5M3PdpcvTNePwfrXYNWNarr9seRbOm9nkygAmFwHOFFBr/ZckZyT5iyQ9I3Rdm+S/11ovqbX2HcY6vbXW/5HkZ5J8dYSuO5K8N8kZtdbPjXWdobUm5D0BAAAA8GTLlyzIjZevyPxZYzsCbf6sjtx0xYqcs3jBOFUGMHk4Qq1Faq1LJni9R5P8cinl/8vgUWfPyuCOlf4kG5LcXmu9t0lr/WOSfyylLE2yIsmiJJ1JtiT5RpJ/q7X2NmGdCXtPAAAAAOxv+ZIFueWq83Lt6nuzau2G9PTvOWjf2Z3Tc9GyRbny/KV23gCMkgBniqm17kzy2aGv8V7r3iTjHqBM5HsCAAAA4AkL583M1SvPylsueGZWrd2QW9dtzKNb+7K9b3fmdM3Iicd05cKzTs7KZYsyt3tsu3UApjoBDgAAAABwROZ2d+TSc5fk0nOXtLoUgEnDM3AAAAAAAADajAAHAAAAAACgzQhwAAAAAAAA2owABwAAAAAAoM0IcAAAAAAAANqMAAcAAAAAAKDNCHAAAAAAAADajAAHAAAAAACgzQhwAAAAAAAA2owABwAAAAAAoM0IcAAAAAAAANqMAAcAAAAAAKDNCHAAAAAAAADazIxWFwAAAAAAo7G1d1dW3bEht925MY883psd/Xsyu3N6Tjq2OxeceXIuPntR5nZ3tLpMAGgKAQ4AAAAAbe3hLTvzntX35ua1G9LTv2e/176XZP1jPfnydzblmk/enZXLFuXK85dm4byZrSkWAJpEgAMAAABA21qzflMuv2FNtvTsOmTfnv49ufH2B3Lruo25/rLlOWfxggmoEADGh2fgAAAAANCW1qzflEuuv31U4c1wm3t25dXX3Z416zeNU2UAMP4EOAAAAAC0nYe37MzlN6xJ3+6Bwxrft3sgV9ywJg9v2dnkygBgYghwAAAAAGg7166+d8w7bxpt7tmVa1ff26SKAGBiCXAAAAAAaCvbendl1doNTZnr5rUbsq33yIIgAGgFAQ4AAAAAbeWjd2xIT/+epsy1o39P08IgAJhIAhwAAAAA2sptd25s6ny3rmvufAAwEQQ4AAAAALSVRx7vbep8j27ta+p8ADARBDgAAAAAtJUdTTo+ba/tfbubOh8ATAQBDgAAAABtZXbn9KbON6drRlPnA4CJIMABAAAAoK2cdGx3U+c78Ziups4HABNBgAMAAABAW7ngzJObOt+FZzV3PgCYCAIcAAAAANrKxWcvyqwmHaM2u3N6Vi5b1JS5AGAiCXAAAAAAaCtzuzuaFrpctGxR5nZ3NGUuAJhIAhwAAAAA2s6V5y/N/FlHFrzMn9WRK89f2qSKAGBiCXAAAAAAaDsL583MdZcuT9eMw/v1VdeMabn+suVZOG9mkysDgIkhwAEAAACgLS1fsiA3Xr5izDtx5s/qyE1XrMg5ixeMU2UAMP4EOAAAAAC0reVLFuSWq87LJStOzazO6SP2nd05PZesODW3XHWe8AaAo96MVhcAAAAAACNZOG9mrl55Vt5ywTOzau2G3LpuYx7d2pftfbszp2tGTjymKxeedXJWLluUud1H9twcAGgXAhwAAAAAjgpzuzty6blLcum5S1pdCgCMO0eoAQAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0GQEOAAAAAABAmxHgAAAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0GQEOAAAAAABAmxHgAAAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0GQEOAAAAAABAm5nR6gIAAAAAjhZbe3dl1R0bctudG/PI473Z0b8nszun56Rju3PBmSfn4rMXZW53R6vLBAAmAQEOAAAAwCE8vGVn3rP63ty8dkN6+vfs99r3kqx/rCdf/s6mXPPJu7Ny2aJcef7SLJw3szXFAgCTggAHAAAAYARr1m/K5TesyZaeXYfs29O/Jzfe/kBuXbcx11+2POcsXjABFQIAk5Fn4AAAAAAcxJr1m3LJ9bePKrwZbnPPrrz6utuzZv2mcaoMAJjsBDgAAAAAB/Dwlp25/IY16ds9cFjj+3YP5Iob1uThLTubXBkAMBUIcAAAAAAO4NrV9455502jzT27cu3qe5tUEQAwlQhwAAAAABps692VVWs3NGWum9duyLbeIwuCAICpR4ADAAAA0OCjd2xIT/+epsy1o39P08IgAGDqEOAAAAAANLjtzo1Nne/Wdc2dDwCY/AQ4AAAAAA0eeby3qfM9urWvqfMBAJOfAAcAAACgwY4mHZ+21/a+3U2dDwCY/AQ4AAAAAA1md05v6nxzumY0dT4AYPIT4AAAAAA0OOnY7qbOd+IxXU2dDwCY/AQ4AAAAAA0uOPPkps534VnNnQ8AmPwEOAAAAAANLj57UWY16Ri12Z3Ts3LZoqbMBQBMHQIcAAAAgAZzuzuaFrpctGxR5nZ3NGUuAGDqEOAAAAAAHMCV5y/N/FlHFrzMn9WRK89f2qSKAICpRIADAAAAcAAL583MdZcuT9eMw/v1SdeMabn+suVZOG9mkysDAKYCAQ4AAADAQSxfsiA3Xr5izDtx5s/qyE1XrMg5ixeMU2UAwGQnwAEAAAAYwfIlC3LLVeflkhWnZlbn9BH7zu6cnktWnJpbrjpPeAMAHJEZrS4AAAAAoN0tnDczV688K2+54JlZtXZDbl23MY9u7cv2vt2Z0zUjJx7TlQvPOjkrly3K3O4je24OAEAiwAEAAAAYtbndHbn03CW59NwlrS4FAJjkHKEGAAAAAADQZgQ4AAAAAAAAbUaAAwAAAAAA0GYEOAAAAAAAAG1GgAMAAAAAANBmZrS6AAAAAODosrV3V1bdsSG33bkxjzzemx39ezK7c3pOOrY7F5x5ci4+e1Hmdne0ukwAgKOaAAcAAAAYlYe37Mx7Vt+bm9duSE//nv1e+16S9Y/15Mvf2ZRrPnl3Vi5blCvPX5qF82a2plgAgKOcAAcAAAA4pDXrN+XyG9ZkS8+uQ/bt6d+TG29/ILeu25jrL1uecxYvmIAKAQAmF8/AAQAAAEa0Zv2mXHL97aMKb4bb3LMrr77u9qxZv2mcKgMAmLwEOAAAAMBBPbxlZy6/YU36dg8c1vi+3QO54oY1eXjLziZXBgAwuQlwAAAAgIO6dvW9Y95502hzz65cu/reJlUEADA1CHAAAACAA9rWuyur1m5oylw3r92Qbb1HFgQBAEwlAhwAAADggD56x4b09O9pylw7+vc0LQwCAJgKBDgAAADAAd1258amznfruubOBwAwmQlwAAAAgAN65PHeps736Na+ps4HADCZCXAAAACAA9rRpOPT9tret7up8wEATGYCHAAAAOCAZndOb+p8c7pmNHU+AIDJTIADAAAAHNBJx3Y3db4Tj+lq6nwAAJOZAAcAAAA4oAvOPLmp8114VnPnAwCYzAQ4AAAAwAFdfPaizGrSMWqzO6dn5bJFTZkLAGAqEOAAAAAABzS3u6NpoctFyxZlbndHU+YCAJgKBDgAAADAQV15/tLMn3Vkwcv8WR258vylTaoIAGBqEOAAAAAAB7Vw3sxcd+nydM04vF8hdM2YlusvW56F82Y2uTIAgMlNgAMAAACMaPmSBbnx8hVj3okzf1ZHbrpiRc5ZvGCcKgMAmLwEOAAAAMAhLV+yILdcdV4uWXFqZnVOH7Hv7M7puWTFqbnlqvOENwAAh2lGqwsAAAAAjg4L583M1SvPylsueGZWrd2QW9dtzKNb+7K9b3fmdM3Iicd05cKzTs7KZYsyt/vInpsDADDVCXAAAACAMZnb3ZFLz12SS89d0upSAAAmLUeoAQAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0GQEOAAAAAABAmxHgAAAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0GQEOAAAAAABAmxHgAAAAAAAAtBkBDgAAAAAAQJsR4AAAAAAAALQZAQ4AAAAAAECbEeAAAAAAAAC0mRmtLoCJV0rpSrIsybOSzE8yM8nWJN9NckeSe2uttQnrzEiyIsmZSY5LsifJxiRfqbX+15HO37DWoiTnJlmcJ97Pt5L8a611ezPXAgAAAACA8SbAmUJKKeckeUOSn0nSNULXDaWUv07y7lrrpsNYZ06StyT5pSQLDtLnm0muSfKBIwmLSikvTvLbSV5ykC79pZQPJ3lbrXX94a4DAAAAAAATyRFqU0ApZVop5Q+T/EeSSzJyeJMki5K8LcldpZSfGONaZyX5epLfzEHCmyGnJ3lfkttKKceOZY2hdUop5Z1JPpeDhzdJ0pnk55PcWUr572NdBwAAAAAAWkGAMzX8VZL/nSf/vHuSrMtgsPPtJI07YU5M8rFSygWjWaSUcnqSf0lyWsNL2zMY6tyTZFfDay/LYIjTPZo1hvmzJG9quFaTPJjBY+C+3/Da7CQfLqWsHOM6AAAAAAAw4QQ4k1wp5WeSXN5w+a4kL09ybK31ObXWFbXWpRkMbN6epH9Y384kHyylzD/EOjOSfCTJU4Zd3pTksiQLaq3PrbU+I8lJSa5OMjCs37lJ3jmG9/SzSX6l4fI/Jjm91npqrfWcWuvxSX4sg8HRXtOH3suS0a4FAAAAAACtIMCZ/N7e0F6T5Pm11ltrrbuHv1Br/V6t9R1JLkgy/LXjk/ziIdZ5XZKzhrU3Jzmv1npDrXXfrpta66Za61szeKzZcL9USnn6od5MKaUzg8/OGe4vk7yi1npPw/v5bJIXZfA97zU3ye8cah0AAAAAAGglAc4kVkr5gSRnNlz+5VrrjpHG1Vr/JclfN1z+byOs05nkrQ2X31hrvWuENW5K8qFhl2Yk+e2R6hryC0mWDGvfk+QNtdbG49/2rvN4BncBDd9VdEkp5ZmjWAsAAAAAAFpCgDO5nd7QfqjW+p+jHPuPDe2lI/R9WZKnDmuvT/L+Uazx29n/uTuvKKUce4gxjcfB/UGttXekAUNB0oeHXZqe5LWjqA8AAAAAAFpCgDO5LWhoPziGsQ80tOeN0PenG9rvP9iOmOFqrd9O8vlhlzqSXHiw/qWUU5KcPezS9iR/f6h1hjTuKGqsGQAAAAAA2oYAZ3J7vKE9cwxjG/t+f4S+L29o//MY1vl0Q/snx7DOvx3qOLjhfZP0DGufPppn7gAAAAAAQCsIcCa3rza0n1VKmT3Ksc9vaP/HgTqVUk5MctKwS31J7hjlGslgsDLc80bo2/jal0a7SK11d578HkZaCwAAAAAAWkaAM4nVWh/K/iFHV5KrDjWulNKV5PUNlxuPINvrWQ3te2ut/aOtMcldDe2lpZQZo1yrcexY12qcDwAAAAAA2oIAZ/L730kGhrXfUUq57GCdSynzkvxD9g83PlFr/cRBhpze0B7Lc3ZSa/1ekt5hlzqTnDYeax2gf+N8AAAAAADQFg6204FJotb6r6WUX0lybZKSwZ/5B0opVyb5aJJvJtmZ5ClJViR5dZIFw6b4dJL/McISJzS0HzqMMh9O8gMNc95zgH7HH+FaGxrajbUfllLKCXlybYfytGasDQAAAADA5CTAmQJqrX9RSvlmkj9L8uyhyz849HUw30nyziTX1VoHRug3p6G94zBKbBzTOGdKKTOTTD/CtQ65zmH65SRvP5IJ+vv709fX16Ryjj79/f37/QkTxb1Hq7j3aBX3Hq3i3qNV3Hu0inuPVnL/0SqT9d5r5fsR4EwRtdZ/KaX8YJJ3JHlDnhyGDPdAkj9OctMhwpvkySFI7wF7jWznIeY82LWxrjWadVrinnvuycDAof5RT37f+ta3Wl0CU5R7j1Zx79Eq7j1axb1Hq7j3aBX3Hq3k/qNVJtu99+1vf7tlawtwpohSyi8meVuSk0fR/dQk703ye6WUN9Va3zdC3+6G9uHEkY1bT2aOYp3DWWs067TE05/+9JxxxhmtLqNl+vv7861vfSvPeMYz0tnZ2epymELce7SKe49Wce/RKu49WsW9R6u492gl9x+tMlnvvWnTprVsbQHOJFdK6Ujyt0n++7DLm5K8J8k/ZfBZMzsy+Ayc5Ulem+SiDD4vZ0GSvy6lPKvW+qaDLNG4C+Zw/s3sOsScB7vWeZDrR7LO4Xhvko+McczTknxsb6OzszNdXY3lTT3+OdAq7j1axb1Hq7j3aBX3Hq3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"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"\n",
"# plt.minorticks_on()\n",
"# plt.grid(which='minor', linestyle=':', color='0.9')\n",
"plt.grid(which='major', linestyle='-', color='0.8', lw=0.3)\n",
"\n",
"plt.errorbar(I_m, B, xerr=5+0.003*I_m, yerr=0.5+0.003*B, lw=1, ls='', marker='.', markersize=8, label=r\"$B = f(I_М)$\", ds='default')\n",
" \n",
"plt.xlabel(r\"$I_М$, мА\")\n",
"plt.ylabel(r\"$B$, мТл\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(rf\"images/BonI.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "c9e18b07-8656-49b4-bf8e-1c2371bee3e5",
"metadata": {},
"source": [
"### Семейство характеристик $\\varepsilon_\\text{х} = f(B)$"
]
},
{
"cell_type": "code",
"execution_count": 108,
"id": "fadcfd44-216a-4449-9e75-398c8d3c740c",
"metadata": {},
"outputs": [],
"source": [
"def B_approx(x):\n",
" for i, xi in enumerate(I_m):\n",
" if xi >= x:\n",
" x1 = I_m[i - 1]\n",
" x2 = I_m[i]\n",
" y1 = B[i - 1]\n",
" y2 = B[i]\n",
" return y1 + (y2-y1)/(x2-x1)*(x-x1)"
]
},
{
"cell_type": "code",
"execution_count": 113,
"id": "e6741806-03fb-487f-8366-bbb6c825c49b",
"metadata": {},
"outputs": [],
"source": [
"def line(x, arg1, arg2):\n",
" return x * arg1 + arg2"
]
},
{
"cell_type": "code",
"execution_count": 176,
"id": "08c7f31f-1c40-4904-b619-91c227f7a6b3",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"plt.grid(which='major', linestyle='-', color='0.8', lw=0.3)\n",
"\n",
"dE_dB = []\n",
"\n",
"for i, I_name in enumerate(I_names):\n",
" df = pd.read_csv(rf\"data/VoA_{I_name}.csv\")\n",
" \n",
" U_ = df[\"U_34[mV]\"]\n",
" U0 = U_[0]\n",
" U = 1000*(U0 - U_)\n",
" \n",
" I_ = df[\"I_m[mA]\"]\n",
" B_ = np.array([B_approx(x) for x in I_], dtype=np.float64)\n",
" \n",
" popt, pcov = curve_fit(line, B_, U)\n",
" \n",
" # print(f\"k = {popt[0]:.4f} \\t \")\n",
" dE_dB.append(popt[0]/1000)\n",
" \n",
" plt.errorbar(B_, U, xerr=1+0.003*B_, yerr=1+0.003*U, ls='', marker='.', markersize=4, label=r\"$I_{||} = $\"+rf\"${I_values[i]:.2f}\\pm{1.5/155:.2f}$ мА\", ds='default', color=colors[i])\n",
" plt.plot(B_, line(B_, popt[0], popt[1]), color=colors[i], lw=1)\n",
"\n",
"dE_dB = np.array(dE_dB) * 1000\n",
" \n",
"plt.xlabel(r\"$B$, мТл\")\n",
"plt.ylabel(r\"$\\varepsilon_x$, мкВ\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(rf\"images/UonB.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "ed4c8024-e86f-4672-bd64-1d5d8e596592",
"metadata": {},
"source": [
"### Зависимость $k = f(I)$"
]
},
{
"cell_type": "code",
"execution_count": 179,
"id": "0d76d070-47ce-4f4f-9342-566a1107abab",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1800x1200 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(6, 4), dpi=300)\n",
"\n",
"plt.grid(which='major', linestyle='-', color='0.8', lw=0.3)\n",
"\n",
"popt, pcov = curve_fit(line, I_values, dE_dB)\n",
"\n",
"k = popt[0]\n",
"\n",
"plt.errorbar(I_values, dE_dB, xerr=0.01, yerr=3.15e-03, color=colors[0], lw=1, ls='', marker='.', markersize=4, label=r\"$\\dfrac{d\\varepsilon_x}{dB} = f(I_{||})$\", ds='default')\n",
"plt.plot(I_values, line(I_values, popt[0], popt[1]), color=colors[0], lw=1)\n",
"\n",
"plt.xlabel(r\"$I_М$, мА\")\n",
"plt.ylabel(r\"$d\\varepsilon_x/dB$, мВ/Тл\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(rf\"images/KonI.png\", facecolor=\"white\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 180,
"id": "2d140d8b-b9fb-48b7-88fd-ccd862fc794f",
"metadata": {},
"outputs": [],
"source": [
"h = 2.2e-3"
]
},
{
"cell_type": "code",
"execution_count": 189,
"id": "deb90002-f303-4b6b-ad90-e3c83d3ab41b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.0004318927697950297"
]
},
"execution_count": 189,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"R_h = k*h\n",
"R_h"
]
},
{
"cell_type": "code",
"execution_count": 190,
"id": "8731ed11-0b5c-4304-9ab3-eb563dbe33e3",
"metadata": {},
"outputs": [],
"source": [
"q = 1.6e-19"
]
},
{
"cell_type": "code",
"execution_count": 191,
"id": "048587bd-6a59-449c-a65c-86f810f3ce4c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1.44711846020626e+22"
]
},
"execution_count": 191,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"n = 1 / (R_h * q)\n",
"n"
]
},
{
"cell_type": "code",
"execution_count": 204,
"id": "8f61c6e8-356b-4a4c-b797-dd5e8d0331eb",
"metadata": {},
"outputs": [],
"source": [
"a = 2.2e-3\n",
"L35 = 3e-3\n",
"l = 2.5e-3"
]
},
{
"cell_type": "code",
"execution_count": 207,
"id": "1f153f00-d44c-41e5-8bab-ad09bd8e5896",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"274.0977615349475"
]
},
"execution_count": 207,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sigma = 1 * L35/(1.99 * a * l)\n",
"sigma"
]
},
{
"cell_type": "code",
"execution_count": 208,
"id": "cf5b7366-16f9-434f-969f-74b61fed23ca",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1183.8084142394603"
]
},
"execution_count": 208,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"b = sigma * R_h\n",
"b*10000"
]
}
],
"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": "3.10.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}