微分进化算法在自适应控制中的应用

2011 International Conference on System science, Engineering design and Manufacturing informatization Pub Date : 2011-11-18 DOI:10.1109/ICSSEM.2011.6081279

Xu Zhicheng

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引用次数: 1

摘要

针对复杂非线性系统，提出了一种基于DE算法的PID自适应控制方法。利用DE算法对PID控制器参数进行在线优化，获得了理想的控制效果。研究了该方法在连续搅拌槽式反应器(CSTR)这一复杂非线性系统控制中的应用。仿真结果表明了该方法的有效性。

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The application in adaptive control for differential evolution algorithm

Aiming at the complex nonlinear system, a PID self-adaptive control method based on the DE algorithm is stated in the paper. Based on on-line optimization of PID controller parameters by the DE algorithm, the desirable control effect is obtained. An application of this method to the control of the continuous Stirred Tank Reactor (CSTR) system which is a complex nonlinear system is studied. Simulation results show the validity of the method.

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2011 International Conference on System science, Engineering design and Manufacturing informatization

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