RLS Estimation and Sliding Mode Control with Integral Action for a Twin Rotor MIMO System

Byron Hernández, Ospina H. Steven, Marín L. Angelo, E. Giraldo
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引用次数: 4

Abstract

In this paper, a sliding mode control with integral action for a Twin Rotor Multiple Input Multiple Output (MIMO) System is presented. The nonlinear controller is based on a estimated model of the Twin Rotor System obtained by using a Recursive Least Squares (RLS) identification algorithm. The performance of the proposed adaptive control method is evaluated over a simulated and a real model. It is noticeable, that the proposed method outperforms, in terms of tracking error and settling time, the classical MIMO controllers under internal and external disturbances. As a result, it can be seen that the sliding mode control algorithm with integral action based on a RLS identification method is suitable for real applications where the model parameters are not well defined.
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双转子MIMO系统的RLS估计与积分滑模控制
研究了双转子多输入多输出(MIMO)系统的积分作用滑模控制。该非线性控制器基于双转子系统的估计模型,该模型采用递推最小二乘(RLS)辨识算法。通过仿真模型和实际模型对所提出的自适应控制方法的性能进行了评价。值得注意的是,在内外干扰下,该方法在跟踪误差和稳定时间方面都优于经典MIMO控制器。由此可见,基于RLS辨识方法的积分作用滑模控制算法适用于模型参数不明确的实际应用。
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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