基于改进规则库的通用Takagi-Sugeno模糊PI/PD控制器的建模与分析

R. Raj, B. Mohan
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引用次数: 5

摘要

本文研究了一种改进规则库的通用Takagi-Sugeno (TS)模糊PI/PD控制器。研究了模糊PI/PD控制器的解析结构和性能。该规则库包含三条规则,用于减小控制器的整定参数。输入变量被至少三个三角形或梯形模糊集模糊化。模糊PI/PD控制器采用代数积三角范数、有界和三角协范数和重心去模糊化方法。采用改进TS规则库的模糊PI/PD控制器类似于变增益(非线性)PI/PD控制器。在输入平面的不同区域,增益变化或保持不变。研究了控制器的增益变化规律和闭环控制系统的稳定性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling and analysis of a general Takagi-Sugeno fuzzy PI/PD controller with modified rule base
This paper deals with a general Takagi-Sugeno (TS) fuzzy PI/PD controller with a modified rule base. The analytical structure and properties of the fuzzy PI/PD controller are investigated. The rule base contains three rules which reduce the tuning parameters of the controller. The input variables are fuzzified by at least three triangular or trapezoidal fuzzy sets. The fuzzy PI/PD controller uses algebraic product triangular norm, bounded sum triangular co-norm, and center of gravity (CoG) defuzzification method. The fuzzy PI/PD controller with modified TS rule base is analogous to a variable gain (nonlinear) PI/PD controller. In different regions of the input plane, the gain either varies or remains constant. The gain variations of the controller and the stability analysis of closed loop control system have been investigated.
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