A multi-phase fuzzy variable structure controller with improved transient and steady state response

N.C.M. Leung, C. Li
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引用次数: 4

Abstract

In this paper, a fuzzy-based variable structure controller (FVSC) is proposed. An adaptive weighting function is used to implement multi-phase strategies of control. In the initial phase, a rapid transient strategy is used and in the final phase, it is switched to a maximum accuracy strategy. It can ameliorate the deficiencies of using only a single look up table. The proposed controller is simple to design and can be implemented cost effectively for both linear and non-linear systems in real time or time critical applications. The design has emphasized on the robustness, fast transient and steady state response with consideration in non-linear system. A well known robot manipulator model is used as an example and simulation results demonstrated that the proposed controller can track the states on the desired switching hyperplane accurately and without any overshoot.<>
一种改进了暂态和稳态响应的多相模糊变结构控制器
本文提出了一种基于模糊的变结构控制器。采用自适应加权函数实现多阶段控制策略。在初始阶段,使用快速瞬态策略,在最后阶段,切换到最大精度策略。它可以改善仅使用单个查找表的不足。所提出的控制器设计简单,可以在实时或时间关键应用中有效地实现线性和非线性系统。该设计注重鲁棒性、快速瞬态响应和稳态响应,并考虑非线性系统。以某知名机器人操纵臂模型为例,仿真结果表明,所提出的控制器能够准确地跟踪目标切换超平面上的状态,且无超调现象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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