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基于模糊神经网络的大时滞系统的预测控制
引用本文:达飞鹏,宋文忠.基于模糊神经网络的大时滞系统的预测控制[J].东南大学学报(自然科学版),2000,30(2):67-70.
作者姓名:达飞鹏  宋文忠
作者单位:东南大学自动化研究所,南京,210096
摘    要:工业生产过程中常有大时滞存在,用传统控制方法不能获得满意的控制效果。为解决这个问题,本文提出了基于模糊预测的模糊神经网络(Fuzzy Neural Networks)控制器,根据过程的动态变化实施控制器的在线调整,仿真和实践都表明了该控制方案的优越性。

关 键 词:模糊神经网络  大时滞系统  预测控制  控制器  在线调整

Fuzzy Prediction Control for Long Delay Time Systems Based on Fuzzy Neural Networks
Da Feipeng,Song Wenzhong.Fuzzy Prediction Control for Long Delay Time Systems Based on Fuzzy Neural Networks[J].Journal of Southeast University(Natural Science Edition),2000,30(2):67-70.
Authors:Da Feipeng  Song Wenzhong
Abstract:There always exist long delay time in process control and good control effects may not be obtained by using traditional control methods. Fuzzy Neural Networks (FNN) controller based on fuzzy prediction is presented to solve this problem, which can be tuned itself on line according to the changing of the process states. Simulation and practical implement demonstrate the advantages of the control scheme.
Keywords:fuzzy neural networks  delay time  prediction control
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