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模糊神经网络在时滞系统中的应用 被引量:1

The application of Fuzzy Neural Net In Time Lag System
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摘要 本文采用基于模糊神经网络的控制器实现了对时滞系统的控制,采取模糊规则对输出误差进行预测,预测中假设系统输出变化较缓慢,以至可以忽略高次项,得到的输出误差经过神经网络算法对控制对象进行控制,算法采用BP算法,仿真实验得到了很好的结果,系统的时滞基本消除,动态特性符合要求。 The paper realize the controlling of time lag system using the controlling device based on fuzzy neural net forecast the output error using fuzzy rule, in the forecasting we suppose that the output of system chang so slowly that we can neglect high degree item, the output error control the controlled object after pass through neural net arithmetic. The arithmetic is BP arithmetic. The imitating reality experiment received very good results. The system's time lag is largely eliminated and dynamic characteristic is up to the mustard.
出处 《微计算机信息》 2004年第11期37-38,共2页 Control & Automation
关键词 模糊 神经网络 控制 时滞 Fuzzy Neural net Control Time lag
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参考文献1

  • 1杨建刚编著..人工神经网络实用教程[M].杭州:浙江大学出版社,2001:250.

同被引文献4

  • 1Wang, Pei-Guang, Feng, H.E.-Ping, Zong, Xiao-Ping. Smith predictive control based on NN. 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, p 4179-4183. 被引量:1
  • 2Yan Zhang, Zeng-Qing Chen, Peng Yang, Zhu-Zhi Yuan. Neural network-based PID predictive control for nonlinear time-delay systems. Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on Volume 2, Issue , 26-29 Aug. 2004 Page(s): 1014 - 1018 vol.2. 被引量:1
  • 3Pei-Guang Wang, He-Ping Feng, Xiao-Ping Zong.Smith predictive control based on NN[J].Maehine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on Volume 7, Issue , 18-21 Aug. 2005 , 7(s): 4179 - 4183. 被引量:1
  • 4刘建昌,顾树生,郑士富,弭洪涛.Smith预估控制策略在AGC系统中的应用[J].钢铁,1998,33(10):40-43. 被引量:14

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