Fuzzy sliding mode with adaptive gain control for nonlinear MIMO systems

IF 0.5 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
T. Amieur, D. Taibi, M. Bechouat, S. Kahla, M. Sedraoui
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引用次数: 0

Abstract

: In this paper, a fuzzy sliding mode controller (FSMC) with adaptive gain is proposed for a class of MIMO nonlinear systems. The coupled system can be divided into two different subsystems, each of which can be separated into two sliding surfaces created by the state variables. The integration of these two sliding surfaces requires the introduction of an intermediary variable. In order to ensure that the control system is stable, the adaptive gain is derived using the Lyapunov method. The synthesized fuzzy sliding mode control with adaptive gain is applied to an inverted pendulum to illustrate the suggested control technique. The performance and robustness of the proposed controller are compared, terms of time, with those of provided by fuzzy sliding mode controller. This comparison reveals the superiority of the proposed method over the fuzzy sliding mode controller, in terms of the system stabilization and tracking of the trajectory.
非线性MIMO系统的模糊滑模自适应增益控制
针对一类多输入多输出非线性系统,提出了一种具有自适应增益的模糊滑模控制器。耦合系统可分为两个不同的子系统,每个子系统可分为由状态变量创建的两个滑动面。这两个滑动曲面的积分需要引入一个中间变量。为了保证控制系统的稳定性,采用李雅普诺夫方法推导了自适应增益。将自适应增益的模糊滑模综合控制应用于倒立摆上,说明了所提出的控制方法。从时间上比较了该控制器与模糊滑模控制器的性能和鲁棒性。通过比较,揭示了该方法在系统稳定性和轨迹跟踪方面优于模糊滑模控制器。
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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来源期刊
自引率
60.00%
发文量
32
审稿时长
4 weeks
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