{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 实验 10 霍尔效应传感器和各向异性磁电阻传感器\n", "\n", "> Author: [@Maxwell Jay](https://github.com/MaxwellJay256)\n", "> \n", "> 使用前请先阅读 [README](./README.md)。\n", "\n", "### 参考公式\n", "\n", "#### 霍尔元件的灵敏度\n", "\n", "$$\n", "K_H = \\frac{V_H}{I_s B}\n", "$$\n", "\n", "#### 载流直螺线管内部的磁感应强度\n", "\n", "当螺线管“无限长”时,其内部的磁场强度为:\n", "$$\n", "B = \\mu_0 n I_M\n", "$$\n", "\n", "#### 亥姆赫兹线圈公共轴线中点的磁感应强度\n", "\n", "$$\n", "B_0 = \\frac{8 \\mu_0 N I_M}{5 ^ {3/2} R}\n", "$$\n", "\n", "#### 各向异性磁阻传感器\n", "\n", "传感器灵敏度定义式:\n", "$$\n", "s = \\frac{V_{out}}{(V_s \\cdot B)}\n", "$$\n", "\n", "### 实验仪器参数\n", "\n", "**1. 载流直螺线管**\n", "| 总长 | 线圈内径 | 外径 | 匝数 | 线径 |\n", "| :--: | :------: | :--: | :--: | :--: |\n", "| 300mm | 30mm | 42mm | 3200 | 0.6mm |\n", "\n", "两端挡板厚 15mm。\n", "\n", "**2. 亥姆赫兹线圈**\n", "| 有效半径 | 匝数 | 线径 |\n", "| :------: | :--: | :--: |\n", "| 100mm | 310 | 0.6mm |\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import scipy.constants as cnst\n", "from scipy.stats import linregress\n", "import csv\n", "\n", "# 读取 csv 文件\n", "def read_csv(filename):\n", " with open(filename, 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " return data\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. 测量霍尔电压 $V_H$ 与磁感应强度 $B$ 的关系" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "灵敏度 KH_1 = 0.6569144935339594 V/A/mT\n", "相关系数 r = 0.9999994829370958\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# 读取数据\n", "data = read_csv('1-VH-IM.csv')\n", "data = np.array(data[1:])\n", "# 提取数据\n", "IM = data[:, 0].astype(float) # A\n", "VH = data[:, -1].astype(float) # mV\n", "\n", "# 参数\n", "n = 3200 # 匝数\n", "IS = 5.000 # mA\n", "\n", "# 计算磁感应强度\n", "B = [] # mT\n", "for i in range(len(IM)):\n", " B.append(round(cnst.mu_0 * n * IM[i] * 1000, 3))\n", "\n", "# 将 B 写入 csv 文件的第 2 列,从第 2 行开始\n", "with open('1-VH-IM.csv', 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " for i in range(len(B)):\n", " data[i+1][1] = B[i]\n", " with open('1-VH-IM.csv', 'w', newline='') as f:\n", " writer = csv.writer(f)\n", " writer.writerows(data)\n", "\n", "# 画图\n", "plt.figure(figsize=(9, 5))\n", "plt.plot(B, VH, 'o-')\n", "plt.ylabel('$V_H$ / mV')\n", "plt.xlabel('$B$ / mT')\n", "plt.title('1. $V_H$ - $B$')\n", "plt.grid()\n", "plt.savefig('1-VH-B.png', dpi=300)\n", "plt.show()\n", "\n", "# 使用最小二乘法计算灵敏度\n", "slope, intercept, r_value, p_value, std_err = linregress(B, VH)\n", "KH_1 = slope / IS\n", "print('灵敏度 KH_1 =', KH_1, 'V/A/mT')\n", "print('相关系数 r =', r_value)\n", "\n", "# 再画一个 VH-IM\n", "plt.figure(figsize=(9, 5))\n", "plt.plot(IM, VH, 'o-')\n", "plt.ylabel('$V_H$ / mV')\n", "plt.xlabel('$I_M$ / A')\n", "plt.title('1. $V_H$ - $I_M$')\n", "plt.grid()\n", "plt.savefig('1-VH-IM.png', dpi=300)\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. 测量霍尔电压 $V_H$ 与工作电流 $I_S$ 的关系" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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MHj1a8+bN02OPPaaysjLdc889OnnypK699lqlp6crIIB9WwEAANxBdkGppi/J1KrsmsHdkAAf3d8vXqN7tFGAr83kdJ6vwRT/vn37yjCMC37eYrHoD3/4g/7whz+4MBUAAAAuV2FJhWYtz9H7m/fLaUg+VotuvyZW4/onKDzYz+x4XqPBFH8AAAB4lrLKar2xdo9eX7NH5VU1g7tD06L02JBkxUW4x+CuJ6H4AwAAoE45nIY+2LxfLyzP0dHSmvdVurJ1Yz0xLEVXtQk3OZ33ovgDAACgThiGoVU5RzVjcZayj5RKklqHB+nxIcka1iFKFguDu2ai+AMAAOCy/fdQsaYvztIXecckSWGBvhrXP0G3X9Na/j4M7jYEFH8AAABcssPFp/WnpTn697YDMgzJz2bV6B6xur9fgsKCGtZ7B3g7ij8AAAAuWmmFXa+t3qO/f7FHFXanJGlEpxZ6bHCSYsKDTE6H86H4AwAAoNaqHU69u2m/Xlyeo+NlVZKkq9uEa/LwFF0R09jccPhRFH8AAAD8JMMwtCKzUDOWZGr30TJJUtuIYD0+NFmDUpszuOsGKP4AAAD4UTsPnNTURZnakF8kSQoP9tP4AQm65erW8rVZTU6H2qL4AwAA4LwOnCjX80uz9en2Q5Ikfx+rxlwbp3v7tlNoAIO77obiDwAAgLMUn7br5VV5mvvlXlVV1wzu/uLKlnp4cJJaNg40OR0uFcUfAAAAkqSqaqf+uWGfXvosVyfK7ZKk7m2b6onhKUprGWZyOlwuij8AAICXMwxD6RkFmpmepb3HyyVJCZGNNGlYsvolRTK46yEo/gAAAF5s6zcnNHVRprbsOyFJimjkrwkDE3XTVa3kw+CuR6H4AwAAeKF9x8v0XHq2Fn19WJIU4GvVPb3a6p4+7dTIn4roifivCgAA4IEcTkMb8ou05ZhFTfOL1D0+UjarRSfLq/TXz/P09vq9sjsMWSzSyC6tNGFgkqLCAsyOjXpE8QcAAPAw6RmHNWXhLh0urpBk09u5mxUV6q+e8RFavuuISiqqJUm9E5tp0tBkpUSHmhsYLkHxBwAA8CDpGYd17ztbZfzg8YKSSn209aAkKTkqRJOHpah3YjPXB4RpKP4AAAAewuE0NGXhrnNK//eFBfpqwf3Xys+HwV1vw39xAAAAD7Exv+jb23surPi0/cwOPvAuFH8AAAAPkXe0tFbHFZb++F8O4Jm41QcAAMDNlVVW6+9r8/XyqrxaHR8Zwu493ojiDwAA4KaqHU69v/mA/rwiR0dLKyVJvjaL7I7z3+VvkRQVFqCr48JdmBINBcUfAADAzRiGoRWZhZqxJFO7j5ZJkmKbBumxwcmyWqT7/rm15rjvPcfy7f8+PSJVNqtF8D4UfwAAADeyff9JTVucqY35RZKkJkG+Gtc/Qbd1iz2zU88rt3f+3j7+NaLCAvT0iFQNSYs2JTfMR/EHAABwA/uOl+m5pdlatPOwJMnfx6q7ro3T7/q2U2iA71nHDkmL1sDUKK3PK9SytRs0qFe3M+/cC+9F8QcAAGjAisqq9NJnufrnhn2yOwxZLNIvO7fSw4MSFR0WeMHn2awWdYsL1/FMQ93iwin9oPgDAAA0RBV2h978Ml+vrNyt0spqSVKfxGaaODRZKdGhJqeDO6L4AwAANCAOp6F/bz2gWctzztyj375FqCYNTdG1CREmp4M7o/gDAAA0AIZhaHXOUc1YkqWsgpo34mrZOFCPDk7SDZ1ayMqtOrhMFH8AAACTZRws1vQlmfoy77gkKTTAR/dfF687urdRgK/N5HTwFBR/AAAAkxw4Ua4XluXo420HJUl+NqtG94jV2H7xahzkZ3I6eBqKPwAAgIsVl9v1t1V5mvflXlU5nJKkG69ooUcGJSkmPMjkdPBUFH8AAAAXqax26O11+zR7ZZ6KT9slSd3bNtXkYSnq0CrM5HTwdBR/AACAeuZ0Glq485CeX5qtAydOS5KSmodo4rBk9U1sJouFwV3UP4o/AABAPVqXd0zTlmQq42CJJKl5qL8eHpSkX3ZuxZtqwaUo/gAAAPUgq6BEM5ZkaVX2UUlSI38f3du3ncb0jFOgHzv1wPUo/gAAAHWooLhCs5Zn68MtB+Q0JB+rRbdfE6sHrotX00b+ZseDF6P4AwAA1IGSCrteW71bc77IV4W9Zqee4R2i9ejgJLWJCDY5HUDxBwAAuCxV1U7N37BPL32ep6KyKklS1zZNNGlYijq3bmJyOuB/KP4AAACXwDAMLcko0HPpWdp7vFyS1LZZsCYOSdbA1Obs1IMGh+IPAABwkTbtLdLURZnavv+kJCmikb8eGpigUVfFyMdmNTcccAEUfwAAgFrKKzylmelZWr7riCQpyM+mu3u11T292yrYn1qFho2vUAAAgJ9QWFqhv6zI1Xub9svhNGSzWjSqa4zG909QZGiA2fGAWqH4AwAAXEBZZbXeWLtHr6/Zo/IqhyRpYGpzPT4kSfGRISanAy4OxR8AAOAHqh1O/Wvzfv15ea6OnaqUJHWKaazJQ5PVrW1Tk9MBl4biDwAA8C3DMLQis1AzlmRq99EySVJs0yA9NjhZwzpEsVMP3BrFHwAAQNK2b05o+uIsbdxbJElqEuSrB/sn6NZusfLzYaceuD+KPwAA8Gp7j5Xp+aXZWvT1YUmSv49Vd10bp9/1bafQAF+T0wF1h+IPAAC80vFTlfrr53n654Z9sjsMWSzSrzq30oRBiYoOCzQ7HlDnKP4AAMCrnK5y6M0v8/Xqqt0qrayWJPVNaqbHhyQrJTrU5HRA/aH4AwAAr+BwGvpo6wHNWpajgpIKSVL7FqGaPCxFPeMjTE4H1D+KPwAA8GiGYWh1zlHNWJKlrIJSSVLLxoF6dHCSbujUQlYrO/XAO1D8AQCAx8o4WKzpSzL1Zd5xSVJogI8euC5Bv+4eqwBfm8npANei+AMAAI+zv6hcLyzL1ifbD0mS/GxWje4Rq7H94tU4yM/kdIA5KP4AAMBjFJfb9bdVeZr35V5VOZySpJ9d0UIPD0pSTHiQyekAc1H8AQCA26uwO/SP9fs0e2Weik/bJUk92jXVpKEp6tAqzOR0QMNA8QcAAG7L6TS0YMchPb80WwdPnpYkJTUP0cRhyeqb2EwWC4O7wHco/gAAwC2tyzumaUsylXGwRJIUFRqgCYMS9cvOrWRjpx7gHBR/AADgVrIKSjRjSZZWZR+VJDXy99G9fdtpTM84BfqxUw9wIRR/AADgFg4Xn9asZTn6cOsBGYbkY7Xo9mti9cB18WrayN/seECDR/EHAAANWkmFXa+t3q05X+Srwl6zU8/wDtF6dHCS2kQEm5wOcB8UfwAA0CBVVTs1f8M+vfR5norKqiRJXds00aRhKercuonJ6QD3Q/EHAAANimEYWvx1gZ5bmqV9x8slSW2bBWvikGQNTG3OTj3AJbKaHaC2HA6Hfv/73ysuLk6BgYFq166d/vjHP8owDLOjAQCAOrIxv0g/f3mdxs7fqn3HyxXRyF9Tf56mZeN7a1D7KEo/cBnc5or/zJkz9corr+itt95S+/bttXnzZt15550KCwvTuHHjzI4HAABqweE0tCG/SFuOWdQ0v0jd4yNls1qUV3hKM9OztHzXEUlSkJ9N9/Ruq7t7tVWwv9vUFaBBc5s/SevWrdONN96o4cOHS5LatGmjd999Vxs3bjQ5GQAAqI30jMOasnCXDhdXSLLp7dzNigzxV1JUiNbtPi6H05DNatGorjEa3z9BkaEBZkcGPIrbFP8ePXro9ddfV05OjhITE7Vjxw598cUXmjVrltnRAADAT0jPOKx739mqH96gW1haqcLSSknSwNTmenxIkuIjQ1wfEPACblP8J06cqJKSEiUnJ8tms8nhcGjq1Km67bbbznt8ZWWlKisrz3xcUlLzrn52u112u90lmb/vu3OacW5vw1q7BuvsOqy1a7DO9cfhNPTMgv+eU/q/r2mwn/46qqNsVgv/DeoQX9euYfY61/a8FsNNpmPfe+89Pfroo3r++efVvn17bd++XePHj9esWbM0evToc45/5plnNGXKlHMenz9/voKCglwRGQAASMottmj2rp9+R937Ux1KCHOLWgI0KOXl5br11ltVXFys0NDQCx7nNsU/JiZGEydO1NixY8889uyzz+qdd95RVlbWOcef74p/TEyMjh079qMLUl/sdruWL1+ugQMHytfX1+Xn9yastWuwzq7DWrsG61x/Xl2zRy8sz/vJ42aN7KARHaNdkMh78HXtGmavc0lJiSIiIn6y+LvNrT7l5eWyWs/efdRms8npdJ73eH9/f/n7n/v23b6+vqZ+4Zt9fm/CWrsG6+w6rLVrsM51p6C4Qn9alq0Ptxyo1fHRjYNZ+3rC17VrmLXOtT2n2xT/ESNGaOrUqWrdurXat2+vbdu2adasWRozZozZ0QAAwPeUVVbrtdW79fraPaqw11ygC/C1nvn/P2SRFBUWoKvjwl2YEvA+blP8//rXv+r3v/+97rvvPhUWFqpFixb67W9/q6eeesrsaAAAQDVDvO9v3q8XluXo2Kma222vim2iJ4an6EhJhe59Z6sknTXk+93bcT09IlU2K2/OBdQntyn+ISEhevHFF/Xiiy+aHQUAAPzAquxCTV+cpewjpZKk2KZBmjgkWUPS/vduu6/c3vl7+/jXiAoL0NMjUjUkjXv7gfrmNsUfAAA0PJmHSzRtcabW5h6TJIUF+mpc/wT9+ppY+fmcPZs3JC1aA1OjtD6vUMvWbtCgXt3OvHMvgPpH8QcAABftSEmFXliWrQ+2HJBhSL42i0Z3b6MHrktQWNCFBw1tVou6xYXreKahbnHhlH7AhSj+AACg1sqrqvX6mj16bfUenbY7JEnDO0br8cHJat2U98kBGjKKPwAA+EkOp6GPthzQn5Zlq7C0ZnD3ytaN9eTwVHWJbWJyOgC1QfEHAAA/am3uUU1dlKmsgprB3ZjwQE0ckqJhHf43uAug4aP4AwCA88ouKNW0xZlanXNUkhQa4FMzuNs9Vv4+NpPTAbhYFH8AAHCWwtIK/Xl5jv61ab+c3w7u/vqaNnrgung1CfYzOx6AS0TxBwAAkqTTVQ69sXaPXl29W+VVNYO7Q9Oi9PiQZLWJCDY5HYDLRfEHAMDLOZ2GPtpaM7h7pKRmcLdTTGM9OTxFXduEm5wOQF2h+AMA4MXW5R3Ts4sytetwiSSpZeNAPT40WSM6RjO4C3gYij8AAF4or7BU0xZn6fOsQklSSICP7u8Xr9E92ijAl8FdwBNR/AEA8CJHSyv14oocvbdpvxxOQz5Wi26/Jlbj+iconMFdwKNR/AEA8AIVdofmfJGvV1bt1qnKaknSoNTmmjg0WW2bNTI5HQBXoPgDAODBnE5Dn2w/qOeXZutwcYUkqWOrME0elqJr2jY1OR0AV6L4AwDgodbvPq6pi3cp4+D/BncfG5KkER1byGplcBfwNhR/AAA8TF7hKc1YkqkVmd8O7vr76L5+8bqzJ4O7gDej+AMA4CGOn6rUXz7L1T83fCOH05DNatGtV7fW+AEJatrI3+x4AExG8QcAwM1V2B2a++VevbwyT6XfDu4OSInUxKEpio9kcBdADYo/AABuyuk0tHDnIT2Xnq2DJ09LktJahmrysBT1aBdhcjoADQ3FHwAAN7Rhz3FNW5ypHQeKJUnRYQF6dHCSfnZFSwZ3AZwXxR8AADey5+gpzViSpWW7jkiSgv1suq9fvMb0jFOgH4O7AC6M4g8AgBsoKqvSS5/l6p2v9qnaachqkW65urXGD0hUsxAGdwH8NIo/AAANWIXdobfW7dXslXkqragZ3O2X1EyTh6UooXmIyekAuBOKPwAADZBhGFq487CeS8/SgRM1g7sp0aF6YliKrk1gcBfAxaP4AwDQwGzeW6RnF2Vq+/6TkqTmof56ZFCSftG5lWwM7gK4RBR/AAAaiL3HyjQzPUtLMgokSUF+Nv2uTzv9X684BfnxIxvA5eG7CAAAJjtZXqWXPsvTP77aK7ujZnB3VNcYPTQwUZEhAWbHA+AhKP4AAJikstqhf6zfp5c+y1XJt4O7fRJrBneTohjcBVC3KP4AALiYYRha/HWBZqZn6ZuicklSclSIJg9LUe/EZianA+CpKP4AALjQln0nNHXRLm395qQkqVmIvx4ZlKhfdYlhcBdAvaL4AwDgAt8cL9fMpVlatPOwJCnQ16Z7erfVPb3bKtifH8cA6h/faQAAqEfF5XbNXpmrt9btU5XDKYtFGtmllR4elKTmoQzuAnAdij8AAPWgqtqpd77ap5c+z9XJcrskqVdChCYPS1FKdKjJ6QB4I4o/AAB1yDAMpWcUaEZ6lvYdrxncTWzeSJOHpahPYjNZLNzHD8AcFH8AAOrItm9OaOqiTG3ed0KSFNHIXw8PStTILq3kY7OanA6At6P4AwBwmfYXleu5pdlauOOQJCnA16p7erXVPX3aqRGDuwAaCL4bAQBwiYpP2/XyyjzN/XLvmcHdX3ZupYcHJSo6LNDseABwFoo/AAAXye5w6p9f7dNfPsvViW8Hd3u0a6rJw1KU1jLM5HQAcH4UfwAAaskwDC3bdUQzlmQp/1iZJCk+spEmD0tWv6RIBncBNGgUfwAAamHngZN6dlGmNuYXSZKaBvvpoYGJurlrDIO7ANwCxR8A4PUcTkMb8ou05ZhFTfOL1D0+UjZrzdX7AyfK9ael2fpke83grr+PVf/XK06/69NOIQG+ZsYGgItC8QcAeLX0jMOasnCXDhdXSLLp7dzNig4L0KODk5RbeEpzvshXVbVTkvSLK1vqkcFJatGYwV0A7ofiDwDwWukZh3XvO1tl/ODxw8UVmvD+jjMfX9M2XE8OT2VwF4Bbo/gDALySw2loysJd55T+77NZLXr51s4a1L45g7sA3F6tp5EyMjLqMwcAAC61Mb/o29t7LszhNBQa6EvpB+ARal38O3bsqG7duumNN95QaWlpfWYCAKDeFZb+eOm/2OMAoKGrdfFfvXq12rdvr4cffljR0dEaPXq01q5dW5/ZAACoF8Xldi37b0Gtjo0MCajnNADgGrUu/r169dKbb76pw4cP669//av27t2rPn36KDExUTNnzlRBQe2+gQIAYJbKaof+vnaPej+/Uou+/vGfWxZJ0WEBujou3DXhAKCeXfQ7jgQHB+vOO+/U6tWrlZOTo5EjR+pvf/ubWrdurRtuuKE+MgIAcFkMw9CCHYc0YNZqPbsoU8Wn7UpqHqKx/drJopqS/33fffz0iNQz+/kDgLu7rF194uPjNXnyZMXGxmrSpElatGhRXeUCAKBObNhzXNMWZ2rHgWJJUmSIvx4elKhfdYmRzWpRh5Zh39vHv0ZUWICeHpGqIWnRZsUGgDp3ycV/zZo1evPNN/XRRx/JarXqpptu0l133VWX2QAAuGR5hac0Y0mWVmQekSQF+9n02z7t9H+94hTk978ff0PSojUwNUrr8wq1bO0GDerV7ax37gUAT3FRxf/QoUOaN2+e5s2bp7y8PPXo0UMvvfSSbrrpJgUHB9dXRgAAau1oaaVeXJGj9zbtl8NpyGa16OauMRo/IFHNQvzP+xyb1aJuceE6nmmoW1w4pR+AR6p18R86dKhWrFihiIgI3XHHHRozZoySkpLqMxsAALVWXlWtv6/N12urd6usyiFJGpDSXBOHJis+spHJ6QDAfLUu/r6+vvrwww91/fXXy2az1WcmAABqzeE09MHm/Zq1PEeFpZWSpE6twjR5WIq6tW1qcjoAaDhqXfwXLFhQnzkAALgohmFoVfZRTV+SqZwjpyRJMeGBenRwsq7vEC0rt+sAwFkuabi3oqJCO3fuVGFhoZxO51mfY0tPAEB9yzhYrGmLM7Vu93FJUligrx64Ll6/7h4rfx/+VRoAzueii396erruuOMOHTt27JzPWSwWORyOOgkGAMAPHTx5Wn9amq2Ptx2UJPnZrPpNzzYa2zdeYUG+JqcDgIbtoov/Aw88oJEjR+qpp55S8+bN6yMTAABnKT5t18ur8jT3y72qqq75l+Ybr2ihRwYlKSY8yOR0AOAeLrr4HzlyRBMmTKD0AwDqXVW1U+98tU9//TxXJ8rtkqRr2oZr8rAUdWzV2NxwAOBmLrr4/+pXv9KqVavUrl27+sgDAIAMw9Dirwv03NIs7TteLkmKj2ykSUOTdV1ypCwWBncB4GJddPGfPXu2Ro4cqbVr16pDhw7y9T37nspx48bVWTgAgPfZvLdIUxdnats3JyVJEY38NWFgom66qpV8bFZzwwGAG7vo4v/uu+9q2bJlCggI0KpVq8666mKxWCj+AIBLsufoKc1Mz9LS/x6RJAX62nRP77a6p3dbBftf0iZ0AIDvuejvpE888YSmTJmiiRMnymrlygsA4PIcO1Wpv6zI1fyN38jhNGS1SKO6xuihAYmKDA0wOx4AeIyLLv5VVVUaNWoUpR8AcFlOVzk054s9enX1Hp2qrJYk9U+O1ONDk5XYPMTkdADgeS66+I8ePVr/+te/NHny5PrIAwDwcA6noY+2HtCsZTkqKKmQJHVoGaZJw5LVo12EyekAwHNddPF3OBx67rnntHTpUnXs2PGc4d5Zs2bVWbgfOnjwoB5//HEtWbJE5eXlio+P19y5c3XVVVfV2zkBAHVndc5RTV+cqayCUklSy8aBemxIkkZ0bCGrlZ16AKA+XXTx//rrr3XllVdKkjIyMs76XH1ur3bixAn17NlT/fr105IlS9SsWTPl5uaqSZMm9XZOAEDd2HWoRNOXZGptbs27vocG+Oj+6+J1R/c2CvC1mZwOALzDRRf/lStX1keOnzRz5kzFxMRo7ty5Zx6Li4szJQsAoHYOF5/Wn5bm6N/bDsgwJF+bRXd0b6P7+8WrSbCf2fEAwKu4zf5oCxYs0ODBgzVy5EitXr1aLVu21H333ae77777vMdXVlaqsrLyzMclJSWSJLvdLrvd7pLM3/fdOc04t7dhrV2DdXYdd1zr0gq7Xl+7V3PX7VNltVOSNDwtShMGxqt1eJCkhvf7ccd1dlesteuw1q5h9jrX9rwWwzCMes5SJwICarZ0mzBhgkaOHKlNmzbpwQcf1KuvvqrRo0efc/wzzzyjKVOmnPP4/PnzFRQUVO95AcAbOZzSl0csSj9gVVl1ze2f7UIM3RjrUCwb9QBAvSgvL9ett96q4uJihYaGXvA4tyn+fn5+uuqqq7Ru3bozj40bN06bNm3S+vXrzzn+fFf8Y2JidOzYsR9dkPpit9u1fPlyDRw48JyBaNQt1to1WGfXcYe1NgxDy3YV6k/Lc7X3eLkkqW1EkB4dlKj+yc3qdQasrrjDOnsK1tp1WGvXMHudS0pKFBER8ZPF321u9YmOjlZqaupZj6WkpOijjz467/H+/v7y9/c/53FfX19Tv/DNPr83Ya1dg3V2nYa61lv2ndC0xZnasu+EJCmikZ8eHJCom7vGyNfmfu/50lDX2ROx1q7DWruGWetc23PWuvg/9dRTuvHGG9WlS5dLDnU5evbsqezs7LMey8nJUWxsrCl5AMDb7T1WppnpWVqSUSBJCvC16p5ebXVPn3Zq5O8215UAwGvU+jvzgQMHNHToUPn5+WnEiBG64YYb1L9/f/n5uWZXhoceekg9evTQtGnTdNNNN2njxo16/fXX9frrr7vk/ACAGkVlVXrps1y989U+VTsNWS3SyC4xmjAoUc1DA8yOBwC4gFoX/zfffFNOp1NffvmlFi5cqPHjx+vw4cMaOHCgbrzxRl1//fUKDw+vt6Bdu3bVxx9/rEmTJukPf/iD4uLi9OKLL+q2226rt3MCAP6nwu7Qm1/m65WVu1VaWS1J6pvUTBOHJis5yvWzUwCAi3NR/xZrtVrVq1cv9erVS88995wyMzO1cOFCvfbaa7rnnnt09dVX64YbbtAtt9yili1b1nnY66+/Xtdff32dvy4A4MKcTkMfbzuoF5Zl61BxhSQpNTpUTwxPUc/4CJPTAQBq67JuwkxJSVFKSooee+wxHT16VAsWLNCCBQskSY888kidBAQAmOeL3GOatjhTuw7XvBdKi7AAPTI4ST+7oqWs1oa/Uw8A4H/qbPqqWbNmuuuuu3TXXXfV1UsCAEySVVCi6YuztDrnqCQpxN9H9/WL15092yjA12ZyOgDApWDbBQDAGQXFFZq1PFsfbjkgpyH5WC26/ZpYjeufoPBg12zmAACoHxR/AIBOVVbrtdW79cbaPaqwOyVJwzpE6bHByWoTEWxyOgBAXaD4A4AXszucem/jN3pxRa6Ol1VJkrrENtHkYSnqEtvE5HQAgLp0ycXf6XTKanW/d2QEAEiGYWjZriOamZ6lPUfLJElxEcF6fEiyBrdvLouFwV0A8DSXXPzDw8MVFxenDh06KC0t7cz/xsTE1GU+AEAd2/bNCU1fnKWNe4skSeHBfho/IEG3XN1avjYu6ACAp7rk4n/8+HFlZmZq27ZtGjdunLp3765du3appKREqamp+uKLL+oyJwDgMn1zvFwzl2Zp0c7DkiR/H6v+r1ecftennUICfE1OBwCob5dc/G02m9LS0pSWlqannnpKixcvliSVl5crKyurzgICAC7PibIq/fXzPP3jq72yOwxZLNIvO7fSw4MSFR0WaHY8AICL1Mlw7/fvBQ0KClLnzp3r4mUBAJehwu7QW+v2avbKPJVWVEuSeiVEaNLQFKW2CDU5HQDA1S65+D/11FO64oor1KlTp7rMAwC4TE6noQU7Dun5pdk6ePK0JCk5KkSTh6Wod2Izk9MBAMxS6+J/4sQJNWnyv63dmjRpokWLFmnmzJk6fvy4rr76aqWkpCg1NVUpKSm64YYb6iUwAODC1u0+pmmLM5VxsESSFBUaoIcHJeoXnVvJZmWnHgDwZrUu/omJifrjH/+o3/72t7JYLHrooYfO+nx+fr4yMjKUkZGh999/n+IPAC6Uc6RUM5Zk6fOsQklSI38f3du3ncb0jFOgn83kdACAhqDWxX/ChAl67LHH9Oqrr+qvf/2revXqddbn4+LiFBcXpxEjRtR5SADA+RWWVGjW8hy9v3m/nIbkY7Xo1m6tNa5/giIa+ZsdDwDQgNR6w+ZJkyYpOztbV155pfr166dbbrlFBw8erM9sAOD1HE5DG/KLtOWYRRvyi+RwGpKksspqzVqeoz7Pr9J7m2pK/5D2UVr2UG/94cY0Sj8A4BwXNdwbHR2tuXPn6v7779f48eOVlJSkiRMn6tFHH5W/Pz9kAKAupWcc1pSFu3S4uEKSTW/nblZUaICuS26mZbsKdexUpSTpytaN9cSwFF3VJtzcwACABu2S3qKxS5cuWrt2rebMmaM5c+YoJSVFH3/8cV1nAwCvlZ5xWPe+s/Xb0v8/BSUVmr9xv46dqlRs0yC9fFtn/fveHpR+AMBPuqz3Zh81apSysrJ01113afTo0Ro4cGBd5QIAr+VwGpqycJeMHzkmNMBH6Q/21rAO0We9lwoAABdySfv4V1VVKSsr68wuPhkZGQoMDNTnn39e1/kAwOtszC8650r/D5VUVGv7/pPq3q6pi1IBANxdrYv/lClTzpT83bt3q7q6WmFhYUpLS1PHjh01bNgwdezYsT6zAoBX2FdUVqvjCkt//C8HAAB8X62L/wcffKAOHTrojjvuUIcOHdSxY0e1bt26PrMBgFexO5yav+EbPb80q1bHR4YE1HMiAIAnqXXxz8jIqM8cAOC1DMPQsl1HNGNJlvKP1Vztt1ktZ7bu/CGLpKiwAF0dx0AvAKD2LukefwBA3dix/6SmLsrUxr1FkqSmwX56aGCimgT56v752yTprCHf78Z4nx6RKpuVoV4AQO1R/AHABPuLyvX80mwt2HFIkuTvY9Xdvdrqt33aKiTAV1LNVf//7eNfIyosQE+PSNWQtGhTcgMA3BfFHwBcqPi0XS+vytPcL/eqqtopi0X6+ZUt9cigJLVoHHjWsUPSojUwNUrr8wq1bO0GDerVTd3jI7nSDwC4JBR/AHCB7wZ3X1yRoxPldklS97ZN9cTwFKW1DLvg82xWi7rFhet4pqFuceGUfgDAJaP4A0A9Ot/gbnxkI00elqx+SZG8+RYAwGUo/gBQTy40uHtz1xj52C7rjdMBALhoFH8AqGO1GdwFAMDVKP4AUEcuZnAXAABXo/gDwGWyO5z651f79JfPci9qcBcAAFei+APAJTIMQ0v/e0Qz0xncBQA0fBR/ALgE2/ef1LTvDe5GNKoZ3B11FYO7AICGieIPABeBwV0AgLui+ANALZxvcPcXV7bSI4MTFR3G4C4AoOGj+APAjzjf4G6Pdk01eRiDuwAA90LxB4DzYHAXAOBpKP4A8AMM7gIAPBHFHwC+xeAuAMCTUfwBeL3i03a9vPLbwV0Hg7sAAM9E8QfgtaqqnZq/gcFdAIB3oPgD8DoM7gIAvBHFH4BXYXAXAOCtKP4AvMIPB3cDfL8b3G2nRv58KwQAeD5+2gHwaAzuAgBQg+IPwCMxuAsAwNko/gA8CoO7AACcH8UfgMfYvv+kpi7apU17T0hicBcAgO+j+ANwe/uLyvXc0mwtZHAXAIAL4iciALfF4C4AALVH8Qfgdqqqnfrnt4O7JxncBQCgVij+ANzG+QZ3EyIbafKwFPVNasbgLgAAP4LiD8AtMLgLAMDlofgDaNAY3AUAoG7wUxNAg8TgLgAAdYviD6BBYXAXAID6QfEH0CDUDO4WaMaSLO09Xi6JwV0AAOoSxR+A6bZ9c0LTFmeeNbg7YWCSbrqqFYO7AADUEYo/ANMwuAsAgOvwkxWAyxWftutvK/M073uDu7/s3EoPD2JwFwCA+kLxB+Ay5xvc7RlfM7jbvgWDuwAA1CeKP4B6x+AuAADmo/gDqFcM7gIA0DBQ/AHUCwZ3AQBoWNz2ctuMGTNksVg0fvx4s6MAXsfhNLQhv0hbjlm0Ib9IDqdx5nPF5XZNW5yp/i+s1sIdh2SxSL/q0korH+mrhwclUfoBADCJW/4E3rRpk1577TV17NjR7CiA10nPOKwpC3fpcHGFJJvezt2s6LAATR6WoqOllXrpcwZ3AQBoiNyu+J86dUq33Xab3njjDT377LNmxwG8SnrGYd37zlYZP3j8cHGFHnh325mPEyIbafLwFPVNZHAXAICGwu2K/9ixYzV8+HANGDDgR4t/ZWWlKisrz3xcUlIiSbLb7bLb7fWe84e+O6cZ5/Y2rHX9cDgNPbPgv+eU/u+zWqSnr0/RTV1aysdmVXV1tcvyeTK+pl2DdXYd1tp1WGvXMHuda3tei2EYP/ZzvEF57733NHXqVG3atEkBAQHq27evrrjiCr344ovnHPvMM89oypQp5zw+f/58BQUFuSAt4Flyiy2avcv2k8fdn+pQQpjbfFsBAMDtlZeX69Zbb1VxcbFCQ0MveJzbXPHfv3+/HnzwQS1fvlwBAQE/efykSZM0YcKEMx+XlJQoJiZGgwYN+tEFqS92u13Lly/XwIED5evr6/LzexPWun4s3HlY2vX1Tx7Xtv0VGtYx2gWJvAdf067BOrsOa+06rLVrmL3O393Z8lPcpvhv2bJFhYWF6ty585nHHA6H1qxZo9mzZ6uyslI22/+uRvr7+8vf3/+c1/H19TX1C9/s83sT1rruVNgd2rT3ZK2OjW4czLrXE76mXYN1dh3W2nVYa9cwa51re063Kf79+/fX11+ffbXxzjvvVHJysh5//PGzSj+AuuFwGvp420G9sCz72118LswiKSosQFfHhbsmHAAAuChuU/xDQkKUlpZ21mPBwcFq2rTpOY8DuHxrco5q+pIsZR6u+efDFmEBGtS+ud5at0+Szhry/W7fnqdHpMpmZRcfAAAaIrcp/gBc47+HijVjSZbW5h6TJIUE+Ghsv3j9pkcbBfjadE3bpt/bx79GVFiAnh6RqiFp3NsPAEBD5dbFf9WqVWZHADzGwZOn9cLSbH28/aAMQ/K1WXRH9za6v1+8mgT7nTluSFq0BqZGaX1eoZat3aBBvbqpe3wkV/oBAGjg3Lr4A7h8xaftenlVnuZ+uVdV1U5J0g2dWujRwUmKCT//1rc2q0Xd4sJ1PNNQt7hwSj8AAG6A4g94qcpqh/6xfp9mr8zTyfKaN/64pm24Jg9LUcdWjc0NBwAA6hzFH/AyTqehhTsP6fml2Tpw4rQkKSGykSYNS1a/pEhZLFy9BwDAE1H8AS+yfvdxTV+SqZ0HiiVJkSH+enhQon7ZuZV8bFaT0wEAgPpE8Qe8QM6RUs1YkqXPswolScF+Nv2uTzvd1StOQX58GwAAwBvwEx/wYEdKKjRrWY4+2LJfTkPysVp0a7fWGtc/QRGNzn1nawAA4Lko/oAHKq2w6/U1e/TG2j2qsNfs1DM0LUqPDk5S22aNTE4HAADMQPEHPIjd4dS7G7/RX1bk6nhZlSSpS2wTTR6WrC6x4SanAwAAZqL4Ax7AMAylZxTouaXZyj9WJklqGxGsx4Yka3D75uzUAwAAKP6Au9u8t0jTFmdq6zcnJUkRjfz04IBE3dw1Rr7s1AMAAL5F8Qfc1O6jp/RcepaW/veIJCnQ16a7e8Xpnj7t1MifP9oAAOBstAPAzRwtrdRfPsvRuxv3y+E0ZLVIo7rGaPyARDUPDTA7HgAAaKAo/oCbKK+q1t/X5uu11btVVuWQJA1IidTjQ5KV0DzE5HQAAKCho/gDDVy1w6kPthzQrOU5OlpaKUnq1CpMk4al6Jq2TU1OBwAA3AXFH2igDMPQZ5mFmpGepbzCU5KkmPBAPTY4Wdd3jGanHgAAcFEo/kADtGP/SU1bnKkN+UWSpMZBvhp3XYJuu6a1/H1sJqcDAADuiOIPNCD7jpfp+aXZ+s/Ow5Ikfx+rxlwbp9/1aaewQF+T0wEAAHdG8QcagBNlVXrp81y989U+2R2GLBbpF1e20sODEtWicaDZ8QAAgAeg+AMmqrA7NPfLvXp5VZ5KK6olSb0Tm2nikGSltgg1OR0AAPAkFH/ABA6noY+3HdQLy7J1uLhCkpQaHapJw5LVK6GZyekAAIAnovgDLrY656imL85UVkGpJKlFWIAeGZykn13RUlYrO/UAAID6QfEHXOS/h4o1Y0mW1uYekySFBPjo/n7xGt2jjQJ82akHAADUL4o/UM8OnCjXrGU5+nj7QRmG5Gez6o7usRrbL15Ngv3MjgcAALwExR+oJ8Wn7Xp5ZZ7mrturqmqnJOmGTi306OAkxYQHmZwOAAB4G4o/UMcqqx36x/p9mr0yTyfL7ZKka9qGa/KwFHVs1djccAAAwGtR/IE64nQaWrjzkJ5fmq0DJ05LkhKbN9KkoSnqm9RMFguDuwAAwDwUf6AOrNt9TNMXZ+nrg8WSpOah/powMFG/6hIjGzv1AACABoDiD1yGnCOlmrEkS59nFUqSGvn76Hd92mrMtXEK8uOPFwAAaDhoJsAlKCiu0J+X5+iDLfvlNCQfq0W3dWutB/onKKKRv9nxAAAAzkHxBy5CaYVdr63eo79/sUcV9pqdeoamRemxIcmKiwg2OR0AAMCFUfyBWrA7nHp34zf6y4pcHS+rkiRdFdtEk4alqEtsE5PTAQAA/DSKP/AjDMNQekaBnluarfxjZZKkthHBenxosgalNmenHgAA4DYo/sAFbN5bpKmLM7Xtm5OSpIhGfnpwQKJu7hojX5vV3HAAAAAXieIP/MDuo6f0XHqWlv73iCQp0Nemu3u31T2926qRP39kAACAe6LFAN86Wlqpv3yWo3c37pfDachqkUZ1ba2HBiQoMjTA7HgAAACXheIPr1dWWa2/r83X62t2q6zKIUkakNJcjw9JUkLzEJPTAQAA1A2KP7xWtcOp9zcf0J9X5OhoaaUkqVOrME0alqJr2jY1OR0AAEDdovjD6xiGoc8yCzUjPUt5hackSa3Dg/TYkCQN7xDNTj0AAMAjUfzhVbbvP6lpizO1Mb9IktQkyFfj+ifotm6x8vNhpx4AAOC5KP7wKA6noQ35RdpyzKKm+UXqHh8pm9WifcfL9PzSbP1n52FJkr+PVWOujdPv+rRTWKCvyakBAADqH8UfHiM947CmLNylw8UVkmx6O3ezIkP81b5lqL7IPSa7w5DFIv2ycytNGJioFo0DzY4MAADgMhR/eIT0jMO6952tMn7weGFppQqzjkqS+iQ208ShyUqJDnV9QAAAAJNR/OH2HE5DUxbuOqf0f194sJ/e/E1X2awM7gIAAO/ENCPc3sb8om9v77mworKqMwO9AAAA3ojiD7e3ff+JWh1XWPrjfzkAAADwZNzqA7d1pKRCLyzL1gebD9Tq+MiQgHpOBAAA0HBR/OF2TlVW6/XVu/XG2nydtjskSQG+VlXYnec93iIpKixAV8eFuzAlAABAw0Lxh9uodjj1r8379efluTp2qlKS1CW2iSYPS9HR0grd+85WSTpryPe7Ud6nR6Qy2AsAALwaxR8NnmEY+jyrUNOXZCmv8JQkqU3TIE0cmqzB7aNksdQU+ldu7/y9ffxrRIUF6OkRqRqSFm1KdgAAgIaC4o8G7esDxZq6eJe+2lOzI0+TIF892D9Bt3aLlZ/P2bPpQ9KiNTA1SuvzCrVs7QYN6tXtzDv3AgAAeDuKPxqkAyfK9ael2fpk+yFJkp+PVWN6xunevu0UFuh7wefZrBZ1iwvX8UxD3eLCKf0AAADfovijQSk+bdfLq/I098u9qqquGdb9+ZUt9fCgRLVqEmRyOgAAAPdF8UeDUFXt1D837NNLn+XqRLldktS9bVNNHpaiDq3CTE4HAADg/ij+MJVhGErPKNDM9CztPV4uSYqPbKTJw5LVLynyzOAuAAAALg/FH6bZsu+Epi3O1JZ9Ne+8G9HIXw8NTNCoq2LkY+NNpQEAAOoSxR8ut+94mZ5Lz9airw9LkgJ9bbq7d1vd07utGvnzJQkAAFAfaFlwmRNlVXrp81y989U+2R2GLBbppi4xmjAoUc1DA8yOBwAA4NEo/qh3FXaH3lq3V7NX5qm0olqS1CexmSYNS1ZyVKjJ6QAAALwDxR/1xuk0tHDnIT2Xnq2DJ09LklKiQzV5WLJ6JTQzOR0AAIB3ofijXny157imLc7UzgPFkqSo0AA9MjhJP7+yJW+qBQAAYAKKP+pUXmGpZizJ0orMQklSsJ9N9/WL15iecQr0s5mcDgAAwHtR/FEnjpZW6sUVOXpv0345nIZsVotuvbq1HhyQoIhG/mbHAwAA8HoUf1yW01UO/X3tHr26erfKqhySpIGpzfX4kGTFRzYyOR0AAAC+Q/HHJXE4DX209YBeWJatIyWVkqROrcI0eViKurVtanI6AAAA/JDbFP/p06fr3//+t7KyshQYGKgePXpo5syZSkpKMjua11mTc1TTFmcqq6BUktSqSaAeHZykER1byMrgLgAAQIPkNsV/9erVGjt2rLp27arq6mpNnjxZgwYN0q5duxQcHGx2PK+QebhE05dkaU3OUUlSaICPHrguQXf0iJW/D4O7AAAADZnbFP/09PSzPp43b54iIyO1ZcsW9e7d26RU3qGguEIvLMvWh1sPyDAkX5tFd3Rvo/v7xatJsJ/Z8QAAAFALblP8f6i4uGZ/+PDwcJOTeK5TldV6bfVuvbF2jyrsTknS8I7RemxwkmKb8q8sAAAA7sQti7/T6dT48ePVs2dPpaWlnfeYyspKVVZWnvm4pKREkmS322W3212S8/u+O6cZ575Y1Q6n3t9yUC99vlvHy6okSV1aN9bjQxJ1ZUxjSQ379+FOa+3OWGfXYa1dg3V2HdbadVhr1zB7nWt7XothGEY9Z6lz9957r5YsWaIvvvhCrVq1Ou8xzzzzjKZMmXLO4/Pnz1dQUFB9R3RLhiH994RFC76x6sjpmiHdiABDN7R2qmO4IQtzuwAAAA1OeXm5br31VhUXFys0NPSCx7ld8b///vv16aefas2aNYqLi7vgcee74h8TE6Njx4796ILUF7vdruXLl2vgwIHy9fV1+fl/SsbBEs1Ymq0N+SckSU2CfHV/v3a6+apW8vOxmpzu4jT0tfYUrLPrsNauwTq7DmvtOqy1a5i9ziUlJYqIiPjJ4u82t/oYhqEHHnhAH3/8sVatWvWjpV+S/P395e9/7jvG+vr6mvqFb/b5f+jAiXL9aWm2Ptl+SJLk52PVmJ5xuq9fO4UGNJycl6KhrbWnYp1dh7V2DdbZdVhr12GtXcOsda7tOd2m+I8dO1bz58/Xp59+qpCQEBUUFEiSwsLCFBgYaHI691N82q6XV+Zp7rq9qqquGdz9xZUt9fDgJLVszHoCAAB4Grcp/q+88ookqW/fvmc9PnfuXP3mN79xfSA3VVXt1Dtf7dNLn+fqZHnNIEj3tk31xPAUpbUMMzkdAAAA6ovbFH83G0VocAzD0JKMAs1Mz9K+4+WSpITIRpo0LFn9kiJlYXIXAADAo7lN8cel27LvhKYu2qWt35yUJEU08teEgYm66apW8rG51+AuAAAALg3F34PtPVam55ZmafHXNfMQgb423d27rX7bu62C/flPDwAA4E1ofx7oRFmVXvo8V+98tU92hyGrRRrZJUYTBiWqeWiA2fEAAABgAoq/B6mwO/TWur2avTJPpRXVkqQ+ic00aViykqNc/94FAAAAaDgo/h7A6TS0YMchPb80WwdPnpYkpUSH6olhKbo2IcLkdAAAAGgIKP5ubv3u45q2OFNfHyyWJEWFBuiRwUn6+ZUtZbOyUw8AAABqUPzdVF5hqWYsydKKzEJJUiN/H93bt53G9IxToJ/N5HQAAABoaCj+buZoaaVeXJGj9zbtl8NpyGa16NarW+vBAQmKaORvdjwAAAA0UBR/N1FeVa2/r83Xa6t3q6zKIUkamNpcE4cmq12zRianAwAAQENH8W/gHE5DH209oBeWZetISaUkqVOrME0elqJubZuanA4AAADuguLfgK3OOarpizOVVVAqSWrVJFCPDUnW9R2iZWVwFwAAABeB4t8AZR4u0bTFmVqbe0ySFBrgoweuS9AdPWLl78PgLgAAAC4exb8BKSiu0AvLsvXh1gMyDMnXZtEd3dvogevi1TjIz+x4AAAAcGMU/wbgVGW1Xlu9W2+s3aMKu1OSNLxjtB4bnKTYpsEmpwMAAIAnoPi7gMNpaEN+kbYcs6hpfpG6x0fKZrWo2uHUu5v26y8rcnTsVJUk6arYJpo8PEWdWzcxOTUAAAA8CcW/nqVnHNaUhbt0uLhCkk1v525WVFiAfn5FSy3bVaDdR8skSXERwXp8SLIGt28ui4XBXQAAANQtin89Ss84rHvf2SrjB48XFFfoldW7JUlNgnw1fkCibu3WWr42q+tDAgAAwCtQ/OuJw2loysJd55T+72vkb9Pnj/RVEwZ3AQAAUM+4xFxPNuYXfXt7z4WdqnQo63CpixIBAADAm1H860lh6Y+X/os9DgAAALgcFP96EhkSUKfHAQAAAJeD4l9Pro4LV3RYgC60P49FUnRYgK6OC3dlLAAAAHgpin89sVktenpEqiSdU/6/+/jpEamyWdm6EwAAAPWP4l+PhqRF65XbOysq7OzbeaLCAvTK7Z01JC3apGQAAADwNmznWc+GpEVrYGqU1ucVatnaDRrUq9uZd+4FAAAAXIXi7wI2q0Xd4sJ1PNNQt7hwSj8AAABcjlt9AAAAAC9A8QcAAAC8AMUfAAAA8AIUfwAAAMALUPwBAAAAL0DxBwAAALwAxR8AAADwAhR/AAAAwAtQ/AEAAAAv4DXv3GsYhiSppKTElPPb7XaVl5erpKREvr6+pmTwFqy1a7DOrsNauwbr7Dqsteuw1q5h9jp/12+/67sX4jXFv7S0VJIUExNjchIAAACg7pWWliosLOyCn7cYP/VXAw/hdDp16NAhhYSEyGKxuPz8JSUliomJ0f79+xUaGury83sT1to1WGfXYa1dg3V2HdbadVhr1zB7nQ3DUGlpqVq0aCGr9cJ38nvNFX+r1apWrVqZHUOhoaH8wXMR1to1WGfXYa1dg3V2HdbadVhr1zBznX/sSv93GO4FAAAAvADFHwAAAPACFH8X8ff319NPPy1/f3+zo3g81to1WGfXYa1dg3V2HdbadVhr13CXdfaa4V4AAADAm3HFHwAAAPACFH8AAADAC1D8AQAAAC9A8QcAAAC8AMW/nq1Zs0YjRoxQixYtZLFY9Mknn5gdySNNnz5dXbt2VUhIiCIjI/Wzn/1M2dnZZsfySK+88oo6dux45k1KunfvriVLlpgdy+PNmDFDFotF48ePNzuKx3nmmWdksVjO+pWcnGx2LI908OBB3X777WratKkCAwPVoUMHbd682exYHqdNmzbnfE1bLBaNHTvW7Ggex+Fw6Pe//73i4uIUGBiodu3a6Y9//KMa6t45XvPOvWYpKytTp06dNGbMGP3iF78wO47HWr16tcaOHauuXbuqurpakydP1qBBg7Rr1y4FBwebHc+jtGrVSjNmzFBCQoIMw9Bbb72lG2+8Udu2bVP79u3NjueRNm3apNdee00dO3Y0O4rHat++vVasWHHmYx8ffjzWtRMnTqhnz57q16+flixZombNmik3N1dNmjQxO5rH2bRpkxwOx5mPMzIyNHDgQI0cOdLEVJ5p5syZeuWVV/TWW2+pffv22rx5s+68806FhYVp3LhxZsc7B9/Z6tnQoUM1dOhQs2N4vPT09LM+njdvniIjI7Vlyxb17t3bpFSeacSIEWd9PHXqVL3yyiv66quvKP714NSpU7rtttv0xhtv6NlnnzU7jsfy8fFRVFSU2TE82syZMxUTE6O5c+eeeSwuLs7ERJ6rWbNmZ308Y8YMtWvXTn369DEpkedat26dbrzxRg0fPlxSzb+2vPvuu9q4caPJyc6PW33gkYqLiyVJ4eHhJifxbA6HQ++9957KysrUvXt3s+N4pLFjx2r48OEaMGCA2VE8Wm5urlq0aKG2bdvqtttu0zfffGN2JI+zYMECXXXVVRo5cqQiIyN15ZVX6o033jA7lserqqrSO++8ozFjxshisZgdx+P06NFDn332mXJyciRJO3bs0BdffNFgL/pyxR8ex+l0avz48erZs6fS0tLMjuORvv76a3Xv3l0VFRVq1KiRPv74Y6Wmppody+O899572rp1qzZt2mR2FI/WrVs3zZs3T0lJSTp8+LCmTJmiXr16KSMjQyEhIWbH8xh79uzRK6+8ogkTJmjy5MnatGmTxo0bJz8/P40ePdrseB7rk08+0cmTJ/Wb3/zG7CgeaeLEiSopKVFycrJsNpscDoemTp2q2267zexo50Xxh8cZO3asMjIy9MUXX5gdxWMlJSVp+/btKi4u1ocffqjRo0dr9erVlP86tH//fj344INavny5AgICzI7j0b5/Za5jx47q1q2bYmNj9f777+uuu+4yMZlncTqduuqqqzRt2jRJ0pVXXqmMjAy9+uqrFP96NGfOHA0dOlQtWrQwO4pHev/99/XPf/5T8+fPV/v27bV9+3aNHz9eLVq0aJBf1xR/eJT7779f//nPf7RmzRq1atXK7Dgey8/PT/Hx8ZKkLl26aNOmTfrLX/6i1157zeRknmPLli0qLCxU586dzzzmcDi0Zs0azZ49W5WVlbLZbCYm9FyNGzdWYmKi8vLyzI7iUaKjo8+5OJCSkqKPPvrIpESeb9++fVqxYoX+/e9/mx3FYz366KOaOHGibr75ZklShw4dtG/fPk2fPp3iD9QXwzD0wAMP6OOPP9aqVasYGHMxp9OpyspKs2N4lP79++vrr78+67E777xTycnJevzxxyn99ejUqVPavXu3fv3rX5sdxaP07NnznG2Wc3JyFBsba1Iizzd37lxFRkaeGTxF3SsvL5fVevbIrM1mk9PpNCnRj6P417NTp06dddUoPz9f27dvV3h4uFq3bm1iMs8yduxYzZ8/X59++qlCQkJUUFAgSQoLC1NgYKDJ6TzLpEmTNHToULVu3VqlpaWaP3++Vq1apaVLl5odzaOEhIScM6MSHByspk2bMrtSxx555BGNGDFCsbGxOnTokJ5++mnZbDbdcsstZkfzKA899JB69OihadOm6aabbtLGjRv1+uuv6/XXXzc7mkdyOp2aO3euRo8ezfa09WjEiBGaOnWqWrdurfbt22vbtm2aNWuWxowZY3a08zNQr1auXGlIOufX6NGjzY7mUc63xpKMuXPnmh3N44wZM8aIjY01/Pz8jGbNmhn9+/c3li1bZnYsr9CnTx/jwQcfNDuGxxk1apQRHR1t+Pn5GS1btjRGjRpl5OXlmR3LIy1cuNBIS0sz/P39jeTkZOP11183O5LHWrp0qSHJyM7ONjuKRyspKTEefPBBo3Xr1kZAQIDRtm1b44knnjAqKyvNjnZeFsNooG8tBgAAAKDOsI8/AAAA4AUo/gAAAIAXoPgDAAAAXoDiDwAAAHgBij8AAADgBSj+AAAAgBeg+AMAAABegOIPAAAAeAGKPwAAAOAFKP4AAPXp00djxoy55OffeeedevLJJ+swUY3169fLZrNp+PDhdf7aAOBtKP4A4OUMw9C2bdvUuXPnS3q+w+HQf/7zH91www11nEyaM2eOHnjgAa1Zs0aHDh2q89cHAG9C8QcAL5ebm6vS0lJ16dLlkp6/bt06+fr6qmvXruf9fN++ffXAAw9o/PjxatKkiZo3b6433nhDZWVluvPOOxUSEqL4+HgtWbLkrOedOnVK//rXv3Tvvfdq+PDhmjdv3iXlAwDUoPgDgJfbsmWLbDabOnXqdEnPX7BggUaMGCGLxXLBY9566y1FRERo48aNeuCBB3Tvvfdq5MiR6tGjh7Zu3apBgwbp17/+tcrLy8885/3331dycrKSkpJ0++23680335RhGJeUEQBA8QcAr7d161YlJSUpKChIkrR//379/Oc/11VXXaX4+PifvPf/008//cnbfDp16qQnn3xSCQkJmjRpkgICAhQREaG7775bCQkJeuqpp3T8+HHt3LnzzHPmzJmj22+/XZI0ZMgQFRcXa/Xq1Zf5uwUA7+VjdgAAgLm2bt161m0+N998s5566ikNHjxYhmEoMzPzgs/NzMzUoUOH1L9//x89R8eOHc/8f5vNpqZNm6pDhw5nHmvevLkkqbCwUJKUnZ2tjRs36uOPP5Yk+fj4aNSoUZozZ4769u170b9HAADFHwC83tatWzVixAhJUkVFhTZt2qSePXtKkiwWi1JTUy/43AULFmjgwIEKCAj40XP4+vqe9bHFYjnrse9uE3I6nZJqrvZXV1erRYsWZ44xDEP+/v6aPXu2wsLCLuJ3CACQuNUHALzanj17dPLkyTNX/AMCAtSjRw8lJydr3Lhx2r59+48+/9NPP9WNN95Yp5mqq6v19ttv64UXXtD27dvP/NqxY4datGihd999t07PBwDeguIPAF5sy5YtslgsuuKKK8489vnnn+sf//iHnE6nevTooW3btp33uYWFhdq8ebOuv/76Os30n//8RydOnNBdd92ltLS0s3798pe/1Jw5c+r0fADgLSj+AODFtm7dqoSEBIWEhJx5zGq1ql+/fpo9e7b69OmjXbt2nfe5Cxcu1NVXX62IiIg6zTRnzhwNGDDgvLfz/PKXv9TmzZvPGgIGANSOxWBvNADAt5YuXarrrrtOvr6+ys/P13XXXaeVK1eqTZs25xx7ww036Nprr9Vjjz3m+qAAgIvGcC8A4IwPPvhA9913n0JCQhQcHKw33njjvKVfkq699lrdcsstrg0IALhkXPEHAAAAvAD3+AMAAABegOIPAAAAeAGKPwAAAOAFKP4AAACAF6D4AwAAAF6A4g8AAAB4AYo/AAAA4AUo/gAAAIAXoPgDAAAAXoDiDwAAAHgBij8AAADgBSj+AAAAgBf4f1lcTWqbggE5AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "灵敏度 KH_2 = 0.660776443844569 V/A/mT\n", "相关系数 r = 0.9999989581249134\n" ] } ], "source": [ "# 读取数据\n", "data = read_csv('2-VH-IS.csv')\n", "data = np.array(data[1:])\n", "# 提取数据\n", "IS = data[:, 0].astype(float)\n", "VH = data[:, -1].astype(float)\n", "\n", "# 参数\n", "IM = 0.500 # A\n", "B = round(cnst.mu_0 * n * IM * 1000, 3) # mT\n", "\n", "# 画图\n", "plt.figure(figsize=(9, 5))\n", "plt.plot(IS, VH, 'o-')\n", "plt.ylabel('$V_H$ / mV')\n", "plt.xlabel('$I_S$ / mA')\n", "plt.title('2. $V_H$ - $I_S$')\n", "plt.grid()\n", "plt.savefig('2-VH-IS.png', dpi=300)\n", "plt.show()\n", "\n", "# 使用最小二乘法计算灵敏度\n", "slope, intercept, r_value, p_value, std_err = linregress(IS, VH)\n", "KH_2 = slope / B\n", "print('灵敏度 KH_2 =', KH_2, 'V/A/mT')\n", "print('相关系数 r =', r_value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "综合两次实验,得到霍尔元件的灵敏度 $K_H$:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "灵敏度 KH = 658.8454686892642 V/A/T\n" ] } ], "source": [ "KH = (KH_1 + KH_2) / 2 # V/A/mT\n", "print('灵敏度 KH =', KH*1000, 'V/A/T')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. 测量螺线管中磁感应强度 $B$ 的大小及分布情况" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 读取数据\n", "data = read_csv('3-VH-X.csv')\n", "data = np.array(data[1:])\n", "# 提取数据\n", "x = data[:, 0].astype(float) # mm\n", "VH = data[:, -2].astype(float) # mV\n", "\n", "# 参数\n", "IM = 0.500 # A\n", "IS = 5.000 # mA\n", "\n", "# 计算各点磁感应强度\n", "B = [] # mT\n", "for i in range(len(x)):\n", " B.append(round(VH[i] / KH / IS, 3))\n", "\n", "# 将 B 写入 csv 文件的最后一列,从第 2 行开始\n", "with open('3-VH-X.csv', 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " for i in range(len(B)):\n", " data[i+1][-1] = B[i]\n", " with open('3-VH-X.csv', 'w', newline='') as f:\n", " writer = csv.writer(f)\n", " writer.writerows(data)\n", "\n", "# 画图\n", "plt.figure(figsize=(10, 5))\n", "plt.plot(x, B, 'o-')\n", "plt.ylabel('$B$ / mT')\n", "plt.xlabel('$x$ / mm')\n", "plt.title('3. $B$ - $x$')\n", "plt.grid()\n", "plt.savefig('3-B-x.png', dpi=300)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. 各向异性磁阻传感器(AMR)特性\n", "\n", "这部分实验中,B 的单位是 Gs,即高斯。Gs 与 T 的换算关系参考这篇文章:\n", "[磁场强度单位和磁感应强度单位转换 - 知乎](https://zhuanlan.zhihu.com/p/645794431)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "灵敏度 S_A = 0.87597 mV/V/Gs\n", "相关系数 r = -0.9997957237757326\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 读取数据\n", "data = read_csv('4-Vout-IM.csv')\n", "data = np.array(data[1:])\n", "# 提取数据\n", "IM = data[:, 0].astype(float) # mA\n", "Vout = data[:, -1].astype(float) # mV\n", "\n", "# 参数\n", "N = 310 # 匝数\n", "R = 0.100 # m\n", "f = lambda N, IM, R: round(10 * 8 * cnst.mu_0 * N * IM / pow(5, 1.5) / R, 3) # 磁场强度表达式\n", "VS = 4.000 # V\n", "\n", "# 计算磁场强度\n", "B = [] # Gs\n", "for i in range(len(IM)):\n", " B.append(round(f(N, IM[i], R), 3))\n", "\n", "# 将 B 写入 csv 文件的第 2 列,从第 2 行开始\n", "with open('4-Vout-IM.csv', 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " for i in range(len(B)):\n", " data[i+1][1] = B[i]\n", " with open('4-Vout-IM.csv', 'w', newline='') as f:\n", " writer = csv.writer(f)\n", " writer.writerows(data)\n", "\n", "# 画 Vout-B 关系曲线\n", "plt.figure(figsize=(9, 5))\n", "plt.plot(B, Vout, 'o-')\n", "plt.ylabel('$V_{out}$ / mV')\n", "plt.xlabel('$B$ / Gs')\n", "plt.title('4. $V_{out}$ - $B$')\n", "plt.grid()\n", "plt.savefig('4-Vout-B.png', dpi=300)\n", "plt.show()\n", "\n", "# 选取中间接近线性的部分(B 在 ±6Gs 内),线性回归并计算灵敏度\n", "B_linear = np.array(B[8: 17])\n", "Vout_linear = np.array(Vout[8: 17])\n", "slope, intercept, r_value, p_value, std_err = linregress(B_linear, Vout_linear)\n", "SA = abs(slope) / VS # mV/V/Gs\n", "print('灵敏度 S_A =', round(SA, 5), 'mV/V/Gs')\n", "print('相关系数 r =', r_value)\n", "\n", "# 在上一个图中添加拟合直线\n", "plt.figure(figsize=(9, 5))\n", "plt.plot(B, Vout, 'o-')\n", "plt.plot(B_linear, slope * B_linear + intercept, 'r-')\n", "plt.ylabel('$V_{out}$ / mV')\n", "plt.xlabel('$B$ / Gs')\n", "plt.title('4. $V_{out}$ - $B$')\n", "plt.grid()\n", "plt.savefig('4-Vout-B_linregress.png', dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. 各向异性磁阻传感器(AMR)输出电压与角度之间的关系" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 读取数据\n", "data = read_csv('5-Vout-theta.csv')\n", "data = np.array(data[1:])\n", "# 提取数据\n", "theta = data[:, 0].astype(float) # °\n", "Vout = data[:, 1].astype(float) # mV\n", "\n", "# 画 Vout-theta 关系曲线\n", "plt.figure(figsize=(10, 5))\n", "plt.plot(theta, Vout, 'o-')\n", "plt.ylabel('$V_{out}$ / mV')\n", "plt.xlabel('$\\\\theta$ / °')\n", "plt.title('5. $V_{out}$ - $\\\\theta$')\n", "plt.grid()\n", "plt.savefig('5-Vout-theta.png', dpi=300)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 思考题\n", "\n", "- 估算本实验所用霍尔片的载流子浓度。\n", "\n", "$K_H = \\frac{1}{n e d}$,所以 $n = \\frac{1}{K_H e d}$。" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "载流子浓度 n = 9.473403660008305e+18 m^-3\n" ] } ], "source": [ "# 参数\n", "d = 1 # mm\n", "n = 1 / (KH * cnst.e * d) # KH 需转换成 V/A/T,而 d 需转换成 m,正好抵消\n", "print('载流子浓度 n =', n, 'm^-3')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.12.1" } }, "nbformat": 4, "nbformat_minor": 2 }