董恩源

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

扫描关注

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

Aviation Arc Fault Diagnosis Based on Weight Direct Determined Neural Network

点击次数:

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.