Robust decoupling control of BTT vehicle based on PSO

被引:10
作者
Deng, Zhi-xiang [1 ]
Wang, Yong-ji [1 ]
Gu, Fan [1 ]
Li, Chuan-feng [2 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Control Sci & Engn, Wuhan 430074, Peoples R China
[2] Luoyang Inst Sci & Technol, Dept Comp & Informat Engn, Luoyang 471003, Peoples R China
关键词
decoupling control; particle swarm optimisation; PSO; MIMO; nonlinear system; quantitative feedback theory; QFT; SYSTEMS; DESIGN;
D O I
10.1504/IJBIC.2010.030043
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A robust decoupling control method for BTT vehicle based on particle swarm optimisation (PSO) is proposed. According to the vehicle's characteristics such as nonlinearity, strong coupling and MIMO, firstly, the reason of the coupling between channels is analysed from the construct of BTT vehicle's mathematical model. Next, Gershgorin circle is adopted to analyse the diagonal dominance of this system. Furthermore, a robust decoupling matrix of the linearised models is obtained by using PSO, which makes the system fulfilled the diagonal dominance. Finally, quantitative feedback theory (QFT) is used to design the controller and the final results of the simulation show that this robust decoupling controller is effective and practical for engineering application.
引用
收藏
页码:42 / 50
页数:9
相关论文
共 18 条
[1]  
[Anonymous], 1974, Computer Aided Control System Design
[2]   ROBUST NYQUIST ARRAY METHODOLOGY - A NEW THEORETICAL FRAMEWORK FOR ANALYSIS AND DESIGN OF ROBUST MULTIVARIABLE FEEDBACK-SYSTEMS [J].
ARKUN, Y ;
MANOUSIOUTHAKIS, B ;
PUTZ, P .
INTERNATIONAL JOURNAL OF CONTROL, 1984, 40 (04) :603-629
[3]  
Gao H., 2005, CHINESE J COMPUTERS, V28, P1180
[4]   PSEUDODIAGONALIZATION AND INVERSE-NYQUIST-ARRAY METHOD [J].
HAWKINS, DJ .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1972, 119 (03) :337-&
[5]   SURVEY OF QUANTITATIVE FEEDBACK THEORY (QFT) [J].
HOROWITZ, I .
INTERNATIONAL JOURNAL OF CONTROL, 1991, 53 (02) :255-291
[6]   QUANTITATIVE FEEDBACK THEORY [J].
HOROWITZ, I .
IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1982, 129 (06) :215-226
[7]  
Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
[8]  
[李连仲 LI Lianzhong], 2006, [宇航学报, Journal of Chinese Society of Astronautics], V27, P783
[9]   Analytical design of two degree-of-freedom decoupling control scheme for two-by-two systems with integrator(s) [J].
Liu, Y. ;
Zhang, W. .
IET CONTROL THEORY AND APPLICATIONS, 2007, 1 (05) :1380-1389
[10]   DESIGN OF MULTIVARIABLE CONTROL SYSTEMS USING INVERSE NYQUIST ARRAY [J].
ROSENBROCK, HH .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1969, 116 (11) :1929-+