A general practical design method for fuzzy PID control from conventional PID control

被引:0
|
作者
Huang, Y [1 ]
Yasunobu, S [1 ]
机构
[1] Univ Tsukuba, Inst Engn Mech & Syst, Tsukuba, Ibaraki 305, Japan
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a practical design method of fuzzy proportional-integral-derivative(PID) control system. Like conventional PLD controller there are several kinds of fuzzy PID controllers. Being as simple structure, the research on how to choose the type of conventional PID controllers for different controlled plants is successful. Based on the analysis of relationship between conventional PID controller and fuzzy PID controller, we proposed a method on how to choose the type of fuzzy PID controller suitable for the controlled plant. Firstly the selected fuzzy PID controller Is designed to have the same control properly with corresponding PLD controller because the parameters of its control rule base are calculated according to tuned parameters of PID controller. Then parameters of this fuzzy rule base of fuzzy PID controller are tuned by sequential quadratic programming (SQP) algorithm. The tuned control surface is nonlinear corresponding to the property of controlled plant. This method is applied to Linear and nonlinear controlled plants. Simulation results show that it is an effective method to design fuzzy controller.
引用
收藏
页码:969 / 972
页数:4
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