Volume 24 Issue 3
Mar.  1998
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Zhou Changyu, Wang Wenshun. Fuzzy Adaptive Controller Based on BP Algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics, 1998, 24(3): 291-294. (in Chinese)
Citation: Zhou Changyu, Wang Wenshun. Fuzzy Adaptive Controller Based on BP Algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics, 1998, 24(3): 291-294. (in Chinese)

Fuzzy Adaptive Controller Based on BP Algorithm

  • Received Date: 04 Dec 1997
  • Publish Date: 31 Mar 1998
  • When we apply fuzzy control to a unknow process,we can't find good control rule because of we don't know it's characteristics.This paper based on an analytic structure of fuzzy controller put forward a method,which combines fuzzy controller and neural network.Use neural network to make identification of system and provide necessary message for LS.Regard control object as an output part of network.Based on message provided by neural network adopt BP algorithm to modify experience rule.Thus,improve dynamic process of fuzzy control system.Simulation results indicate:this controller has better adaptability for variety of model parameters and can modify original system control rule,makes a output follow system input tracks faster.

     

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  • 1 .王立新自适应模糊系统与控制.北京:国防工业出版社,1995 2. 周昌玉炉温控制及模糊自适应方法的应用研究:[学位论文].北京:北京航空航天大学自动控制系,1997 3. 程相君神经网络原理及其应用.北京:国防工业出版社,1995 4. 谭永红基于BP神经网络的自适应控制.控制理论与应用,1994,11(1):84~87 5. 李 卓基于神经网络的模糊自适应PID控制方法.控制与决策,1996,11(3):340~345 6. Psaltis D,Sideris A,Yamamura.A Multilayered neural network controller.IEEE control systems,1988,8:17~21
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