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  • 标题:Research on load simulator control strategy based on BP neural network and PID method
  • 本地全文:下载
  • 作者:Yong Zhou ; Yubo Zhang ; Tianhao Yang
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2020
  • 卷号:306
  • 页码:1-5
  • DOI:10.1051/matecconf/202030603002
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:In the research of load simulator control method, PID control is the most widely used control strategy, but PID controller’s three parameters is difficult to set. This paper proposes a BP neural network feedforward PID controller system which uses BP neural network for setting these parameters, and in order to make the network learning speed up the convergence speed and not fall into local minimum, the adaptive vector method is adopted to improve the algorithm. The simulation and experimental results show that this method is good at avoiding the primeval shock and the sine tracking performance of the system has also been improved.
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