{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# EXP20:巨磁阻效应与应用\n", "\n", "> [@Maxwell Jay](https://github.com/MaxwellJay256), 2024.5.18\n", "\n", "## 程序说明\n", "\n", "实验要绘制 5 幅图:\n", "1. GMR 模拟传感器的磁电转换特性曲线\n", "2. GMR 磁阻特性曲线\n", "3. GMR 开关传感器的磁电转换特性曲线\n", "4. GMR 模拟传感器测量电流\n", "5. GMR 梯度传感器的特性曲线\n", " \n", "分别按照以下 5 段代码的要求修改 csv 文件,然后运行代码即可。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1 GMR 模拟传感器的磁电转换特性曲线\n", "\n", "按照实验原始数据记录的格式修改 [`data-1.csv`](./data-1.csv),可以在 Excel 中编辑。\n", "\n", "磁感应强度已经算好了。" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import csv\n", "\n", "# 读取 csv 文件\n", "def read_csv(filename:str) -> list:\n", " with open(filename, 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " return data\n", "\n", "data = read_csv('data-1.csv')\n", "data = np.array(data[2:]) # 去掉前 2 行的标题\n", "B = data[:, 1].astype(float) # 第 2 列为磁感应强度 B / Gauss\n", "U_decrease = data[:, 2].astype(float) # 第 3 列为减磁时的电压 U_out / mV\n", "U_increase = data[:, 3].astype(float) # 第 4 列为增磁时的电压 U_out / mV\n", "# 画图\n", "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n", "plt.figure(figsize=(8, 4))\n", "plt.plot(B, U_decrease, 'bo-', label='减小磁场')\n", "plt.plot(B, U_increase, 'co-', label='增大磁场')\n", "plt.xlabel('磁感应强度 $B$ / Gauss')\n", "plt.ylabel('输出电压 $U_{out}$ / mV')\n", "plt.title('GMR 模拟传感器磁电转换特性曲线')\n", "plt.legend()\n", "plt.grid()\n", "plt.savefig('1-GMR模拟传感器磁电转换特性曲线.png')\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2 GMR 磁阻特性曲线\n", "\n", "按照实验原始数据记录的格式修改 [`data-2.csv`](./data-2.csv),可以在 Excel 中编辑。\n", "\n", "磁感应强度已经算好了。\n", "\n", "根据磁阻电流计算磁阻,用 Excel 的公式就可以了,所以这里没有给出计算过程,只有绘图。" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import csv\n", "\n", "# 读取 csv 文件\n", "def read_csv(filename:str) -> list:\n", " with open(filename, 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " return data\n", "\n", "data = read_csv('data-2.csv')\n", "data = np.array(data[1:]) # 去掉第 1 行的标题\n", "B = data[:, 1].astype(float) # 第 2 列为磁感应强度 B / Gauss\n", "R_decrease = data[:, 3].astype(float) # 第 4 列为减磁时的磁阻 R / Ω\n", "R_increase = data[:, 5].astype(float) # 第 6 列为增磁时的磁阻 R / Ω\n", "\n", "# 画图\n", "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n", "plt.figure(figsize=(8, 4))\n", "plt.plot(B, R_decrease, 'ro-', label='减小磁场')\n", "plt.plot(B, R_increase, 'mo-', label='增大磁场')\n", "plt.xlabel('磁感应强度 $B$ / Gauss') \n", "plt.ylabel('磁阻 $R$ / Ω')\n", "plt.title('GMR 磁阻特性曲线')\n", "plt.legend()\n", "plt.grid()\n", "plt.savefig('2-GMR磁阻特性曲线.png')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3 GMR 开关传感器的磁电转换特性曲线\n", "\n", "第 3 幅图的数据不多,所以没有单独的 csv 文件,直接在代码中定义了。\n", "\n", "修改下方程序中的 `V_H` `V_L` `B` 即可。" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "V_H = 0.051 # 高电平 / V\n", "V_L = 0.004 # 低电平 / V\n", "B = [[-4.825, 3.710], # 减磁时的阈值磁感应强度(先小后大) B / Gauss\n", " [-4.645, 4.976]] # 增磁时的阈值磁感应强度(先小后大) B / Gauss\n", "\n", "# 画图\n", "for i in range(2):\n", " B[i] = [x for x in B[i] for _ in range(2)] # 重复每个阈值磁感应强度两次\n", " B[i].insert(0, -30) # 在列表开头添加一个 -30\n", " B[i].append(30) # 在列表末尾添加一个 30\n", "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n", "plt.figure(figsize=(10, 4))\n", "plt.plot(B[0], [V_H, V_H, V_L, V_L, V_H, V_H], 'b-', label='减小磁场')\n", "plt.plot(B[1], [V_H, V_H, V_L, V_L, V_H, V_H], 'r-', label='增大磁场')\n", "plt.xlabel('磁场强度 / Gauss') \n", "plt.ylabel('输出电压 / V')\n", "plt.title('GMR 开关传感器磁电转换特性曲线')\n", "plt.legend()\n", "plt.grid()\n", "plt.savefig('3-GMR开关传感器磁电转换特性曲线.png')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4 GMR 模拟传感器测量电流\n", "\n", "按照实验原始数据记录的格式修改 [`data-4.csv`](./data-4.csv),可以在 Excel 中编辑。" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import csv\n", "\n", "# 读取 csv 文件\n", "def read_csv(filename:str) -> list:\n", " with open(filename, 'r') as f:\n", " reader = csv.reader(f)\n", " data = list(reader)\n", " return data\n", "\n", "data = read_csv('data-4.csv')\n", "I = np.array(data[0]).astype(float) # 第 1 行为电流 I / mA\n", "U = []\n", "for i in range(1, 5):\n", " U.append(np.array(data[i]).astype(float)) # 第 2-5 行为输出电压 U_out / mV\n", "\n", "# 画图\n", "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n", "plt.figure(figsize=(8, 8))\n", "plt.suptitle('GMR 模拟传感器测量电流')\n", "\n", "# 分为上下两个子图\n", "plt.subplot(2, 1, 1)\n", "plt.title('低磁偏置 (约 25 mV)')\n", "plt.plot(I, U[0], 'bo-', label='减小电流')\n", "plt.plot(I, U[1], 'co-', label='增大电流')\n", "plt.xlabel('电流 $I$ / mA')\n", "plt.ylabel('输出电压 / mV')\n", "plt.grid()\n", "\n", "plt.subplots_adjust(hspace=0.3) # 调整子图之间的间距\n", "\n", "plt.subplot(2, 1, 2)\n", "plt.title('适当磁偏置 (约 150 mV)')\n", "plt.plot(I, U[2], 'ro-', label='减小电流')\n", "plt.plot(I, U[3], 'mo-', label='增大电流')\n", "plt.xlabel('电流 $I$ / mA')\n", "plt.ylabel('输出电压 / mV')\n", "plt.grid()\n", "plt.savefig('4-GMR模拟传感器测量电流.png')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5 GMR 梯度传感器的特性曲线\n", "\n", "直接修改下方程序中的 `U_out` 为你的测量数据即可。" ] }, { "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": [ "import matplotlib.pyplot as plt\n", "\n", "# 5. GMR 梯度传感器的特性\n", "angle = range(0, 51, 3) # 角度,0° ~ 48°,步长 3\n", "U_out = [40.1, 47.5, 28.8, -12.9, -44.2, -39.0, -19.5, 15.0, 41.5, 45.2, 22.4, -26.7, -47.1, -37.9, -13.1, 19.4, 42.2]\n", "\n", "# 画图\n", "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n", "plt.figure(figsize=(8, 4))\n", "plt.plot(angle, U_out, 'bo-')\n", "plt.xlabel('角度 / °')\n", "plt.ylabel('输出电压 / mV')\n", "plt.title('GMR 梯度传感器转动角度和输出电压关系曲线')\n", "plt.grid()\n", "plt.savefig('5-GMR梯度传感器转动角度和输出电压关系曲线.png')\n", "plt.show()\n" ] } ], "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 }