一种新型模糊控制器的设计与分析

Chao-ying Liu, Xue-ling Song
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引用次数: 9

摘要

在分析模糊控制器标度因子对系统性能影响的基础上,提出了一种具有非线性标度函数的新型模糊控制器,并详细讨论了其对隶属函数、输入输出参数等价映射、控制器非线性曲面和系统性能的影响。除上述部分外,本文还研究了非线性标度函数中参数与系统性能的关系。具有非线性标度函数的模糊控制器参数设计简单,且易于归一化,便于在线学习和自适应模糊控制器的调整。仿真结果表明,与传统的模糊控制器相比,该带有非线性标度函数的控制器具有更好的动态和静态性能,是一种简单、实用、有效的改进模糊控制器性能的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The design and analysis on a new type of fuzzy controller
Based on analyzing the effect of the scaling factors of a fuzzy controller on system performance, the paper proposes a new type of fuzzy controller with nonlinear scaling functions and discusses its effect on membership functions, equivalent mapping between input and output parameter, nonlinear surface for the controller and system performance in detail. Besides the parts mentioned above, the paper also studies the relationship of the parameters in nonlinear scaling functions and system performance. The parameter design of the fuzzy controller with nonlinear scaling functions is simple and normalization is also easy for online learning and adjustment in an adaptive fuzzy controller. Simulation result shows that compared with a conventional fuzzy controller, this controller with nonlinear scaling function has better dynamic and static properties, and it is a simple, useful and effective method for improving the fuzzy controller properties.
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