个人信息Personal Information
教授
博士生导师
硕士生导师
任职 : 电信学部学部委员
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:电气工程学院
学科:电机与电器. 高电压与绝缘技术
办公地点:大连理工大学电力电子研究所
联系方式:0411-84708572
电子邮箱:dey@dlut.edu.cn
Aviation Arc Fault Diagnosis Based on Weight Direct Determined Neural Network
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论文类型:会议论文
发表时间:2013-10-20
收录刊物:EI、CPCI-S、Scopus
摘要:A diagnosis method for the aviation fault arc is proposed in this paper, which is a multi-input weights direct determination (WDD) network. Characteristics of arc current are used for aviation arc fault detection. Arc fault samples are acquired with the help of a self-made arc generator. Feature vectors are obtained from the current of the samples with the wavelet transforming. After training, the fault diagnosis network is verified with the test samples. The result shows that the method has a better performance for aviation fault arc recognition with a simple algorithm.