An analog circuit diagnosis algorithm based on dual-loop Volterra filter

Chengkai Tang, Zhanrong Jing, Yi Zhang, Yan Yang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Fault diagnosis algorithm is an important part of power circuit. In order to improve the reliability of power circuit, this paper proposed a novel fault diagnosis algorithm with the dual-loop of Volterra filter. The algorithm utilized the dual-loop of Volterra filter to optimal the parameters of power circuit and remove the noise, then, predict the fault in power circuit by the revised parameters. The simulation show that our proposed algorithm have better convergence speed, training time and the accuracy than the neural network fault diagnosis algorithm and the particle swarm fault diagnosis algorithm.

源语言英语
主期刊名ICSPCC 2016 - IEEE International Conference on Signal Processing, Communications and Computing, Conference Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781509027088
DOI
出版状态已出版 - 22 11月 2016
活动2016 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2016 - Hong Kong, 中国
期限: 5 8月 20168 8月 2016

出版系列

姓名ICSPCC 2016 - IEEE International Conference on Signal Processing, Communications and Computing, Conference Proceedings

会议

会议2016 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2016
国家/地区中国
Hong Kong
时期5/08/168/08/16

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