文章基本信息

标题：FUZZY BP NETWORK FOR FAULT SELF-DIAGNOSIS SYSTEM OF AUTOMATIC TRANSMISSION
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作者：XUEYUAN WANG
期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2012
卷号：45
期号：2
页码：579-586
出版社：Journal of Theoretical and Applied
摘要：According to the design procedure of fault self-diagnosis system and features of automatic transmission system, the list of relation and mapping between fault symptoms and fault causes are made in this paper. Applying the approach of fault self-diagnosis based on fuzzy neural network, fault diagnosis of the automatic transmission electronic control system is realized. The structure of fuzzy neural network and its corresponding learning method and retreating strategy about the training samples are introduced in this paper. Using MATLAB as simulation platform, this fault diagnosis method is simulated with neural networks toolbox. The simulation results show that this fault diagnosis approach is effective and applied.
关键词：Fuzzy Logic; Neural Network Technique; Automatic Transmission (AT); Fault Diagnosis