标题:A New Approach to Fault Diagnosis of Three-Phase Full-Bridge Rectifier with Integrated Feature Extraction
作者:Zhang, Jiansheng; Song, Baoye; Zhao, Huadong
通讯作者:Song, BY
作者机构:[Zhang, Jiansheng; Song, Baoye; Zhao, Huadong] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Shandong, Peoples R China.
会议名称:Chinese Automation Congress (CAC)
会议日期:OCT 20-22, 2017
来源:2017 CHINESE AUTOMATION CONGRESS (CAC)
出版年:2017
页码:6817-6821
摘要:This paper is concerned with the fault diagnosis of three-phase full-bridge rectifier. A new approach is proposed to extract the fault features in both frequency and time domain. The integrated features are used for the training of an LM-BP neural network, which is then applied fir the fault classification. The simulation experiments arc implemented on the fault diagnosis model built in MATLAB/Simulink, and the success of the approach has been confirmed by the simulation results.
收录类别:CPCI-S
资源类型:会议论文
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