The Research on the Parameter Tuning Method of an Analytic Type Fuzzy Integral Hybrid Controller

Shutian Liang, Wenda Liu, Dedong Meng
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引用次数: 2

Abstract

This paper proposed the method of Analytic Type Fuzzy Integral Hybrid Control (ATFIHC)regarding the difficulties of realization of fuzzy control algorithm and the steady state error of the fuzzy control system. The parameter tuning equations of ATFIHC are obtained on the basis of the corresponding relations of parameters between the analytic fuzzy integral controller and the classic PID controller, then the grid search method was applied to obtain the coefficients of the parameter tuning equations. The result of simulation shows that the control effect of the ATFIHC is superior to the optimized PID controller in integral norms such as IAE, ISE, ITAE and control norms such as Overshoot and Response Time, and it is more adaptive to the changes of parameters and structure of the controlled objects.
解析型模糊积分混合控制器参数整定方法研究
针对模糊控制算法实现困难和模糊控制系统稳态误差大的问题,提出了解析型模糊积分混合控制方法。在分析模糊积分控制器与经典PID控制器参数对应关系的基础上,得到了ATFIHC的参数整定方程,并采用网格搜索法求出参数整定方程的系数。仿真结果表明,ATFIHC在IAE、ISE、ITAE等积分指标和超调量、响应时间等控制指标上的控制效果优于优化后的PID控制器,对被控对象参数和结构的变化具有更强的适应性。
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