| 基于BP网络改进算法的模拟电路故障诊断 |
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| 引用本文： | 宋晓娟,张光南,马胜前,王小娟. 基于BP网络改进算法的模拟电路故障诊断[J]. 甘肃科学学报, 2008, 20(1): 99-101 |
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| 作者姓名： | 宋晓娟 张光南 马胜前 王小娟 |
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| 作者单位： | 1. 西北师范大学,物理与电子工程学院,甘肃,兰州,730070
2. 宝鸡文理学院,计算机科学系,陕西,宝鸡,721007 |
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| 摘 要： | 将BP神经网络的改进算法应用到模拟电路故障诊断中，并在MATLAB7．0中运用神经网络工具箱中的函数加以实现，对实验结果进行比较研究．
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| 关 键 词： | 人工神经网络 Bp网络 算法 MATLAB 故障检测 |
| 文章编号： | 1004-0366(2008)01-0099-03 |
| 修稿时间： | 2007-03-27 |
Fault Diagnosis of Analog Circuit by Improved Algorithms Based on BP Neural Networks |
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| SONG Xiao-juan,ZHANG Guang-nan,MA Sheng-qian,WANG Xiao-juan. Fault Diagnosis of Analog Circuit by Improved Algorithms Based on BP Neural Networks[J]. Journal of Gansu Sciences, 2008, 20(1): 99-101 |
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| Authors: | SONG Xiao-juan ZHANG Guang-nan MA Sheng-qian WANG Xiao-juan |
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| Affiliation: | SONG Xiao-juan, ZHANG Guang-nan, MA Sheng-qian, WANG Xiao-juan (1. College of Physics and Electronic Engineering ,Northwest Normal University ,Lanzhou 730070, China ; 2. Department of Computer Science and Technology, Arts and Sciences of Baoji College, Baoji 721007, China) |
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| Abstract: | A modified BP Neural Network algorithm is applied to fault diagnosis of analog circuit, using functions of neural network toolbox in MATLAB7.0 to realize it. The results of the experiment are studied in a comparative way. |
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| Keywords: | artificial neural network BP neural network algorithms MATLAB fault diagnosis |
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