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Simulation of three-motor synchronous control system based on BP neural network

  • Liang Zhao*
  • , Xingqiao Liu
  • , Chong Chen
  • , Guohai Liu
  • , Li Cheng
  • *此作品的通讯作者
  • Jiangsu University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Multi-motor synchronous system is being widely applied in industrial field, in order to ulteriorly improve synchronous performance of multi-motor system, this paper presents a synchronous control system for three-motor which includes three intelligent PID controllers based on BP neural network arithmetic which adjusts the parameters of PID controllers on-line, and neuron decoupling compensator fulfilling open loop decoupling control of multi-variable to reduce mutual effect. The results of simulation indicates that the control system can get the optimal parameters of the PID controllers according to different running state of system, and has better performances of dynamic and static status comparing to traditional PID, and realizes better decoupling control of speed and tension in the system.

源语言英语
主期刊名2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008
页1358-1363
页数6
DOI
出版状态已出版 - 2008
已对外发布是
活动2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008 - Beijing, 中国
期限: 10 10月 2008 → 12 10月 2008

丛书

姓名2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008

会议

会议2008 Asia Simulation Conference - 7th International Conference on System Simulation and Scientific Computing, ICSC 2008
国家/地区中国
市Beijing
时期10/10/08 → 12/10/08

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