舰船电子工程2012，Vol.32Issue(4)：110-112,3.
基于神经网络的舰艇装备模拟电路故障诊断方法
Method of Fault Diagnosis for Warship Equipment Analog Circuits Based on Neural Network
摘要
Abstract
Considering the technical status of fault diagnosis for warship equipment analog circuits, this paper presents the method of fault diagnosis with the neural network, using the PSPICE software,the circuits signal was selected that can reflect the characteristics of circuit components as fault features, before training the network, it uses principal component analysis to reduce the dimension of network importation. Experiments show this method not only predigests the network structure but also improves the identification capabilities of fault types.关键词
模拟电路/故障诊断/神经网络/主元分析Key words
analog circuits/fault diagnosis/neural network/principal component analysis分类
信息技术与安全科学引用本文复制引用
苏冠敏,潘艳东..基于神经网络的舰艇装备模拟电路故障诊断方法[J].舰船电子工程,2012,32(4):110-112,3.
