A Novel Fuzzy-Sliding and Fuzzy-Integral-Sliding Controller for the Twin-Rotor Multi-Input-Multi-Output System

被引:89
|
作者
Tao, Chin-Wang [1 ]
Taur, Jin-Shiuh [2 ]
Chang, Yeong-Hwa [3 ]
Chang, Chia-Wen [3 ]
机构
[1] Natl Ilan Univ, Dept Elect Engn, Ilan 260, Taiwan
[2] Natl Chung Hsing Univ, Dept Elect Engn, Taichung 402, Taiwan
[3] Chang Gung Univ, Dept Elect Engn, Tao Yuan 333, Taiwan
关键词
Fuzzy-integral-sliding controller (FISC); fuzzy-sliding controller (FSC); nonlinear coupled system; MODE CONTROLLER; LINEAR-SYSTEMS; NONLINEAR-SYSTEMS;
D O I
10.1109/TFUZZ.2010.2051447
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a novel fuzzy-sliding and fuzzy-integral-sliding controller (FSFISC) is designed to position the yaw and pitch angles of a twin-rotor multi-input-multi-output system (TRMS). With the coupling effects, which are considered as the uncertainties, the highly coupled nonlinear TRMS is pseudode-composed into a horizontal subsystem and a vertical subsystem (VS). The proposed FSFISC consists of a fuzzy-sliding controller and an FISC for the horizontal and the VSs, respectively. The reaching conditions and the stability of the TRMS with the proposed controller are guaranteed. Simulation results are included to indicate that TRMS with the presented FSFISC can greatly alleviate the chattering effect and remain robust to the external disturbances. In addition, the performance comparisons with the proportional-integral-differential (PID) approach using a modified real-value-type genetic algorithm are provided to show that the FSFISC has better performance in the aspects of error and control indexes.
引用
收藏
页码:893 / 905
页数:13
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