Evolutionary design of PID controller for twin rotor multi-input multi-output system

被引：0
作者：
Wang, WY [1 ]
Lee, TT [1 ]
Huang, HC [1 ]
机构：
[1] Fu Jen Catholic Univ, Dept Elect Engn, Taipei 24205, Taiwan
来源：
PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4 | 2002年
关键词：
TRMS system; simplified GA; PID controller;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a framework to automatically generate a set of parameters of PID (proportional, integral and derivative) controllers for the twin rotor multi-input multi-output system (TRMS) by using a simplified genetic algorithm (GA) is proposed. The simplified GA is proposed in the paper for tuning the PID parameters. The sequential search method is used to find the desired crossover point for the crossover operation. Finally, the optimal PID parameters are applied to the TRMS. Simulation results and experiment verifications are demonstrated to show the effectiveness and performance of the proposed method.
引用
收藏
页码：913 / 917
页数：5
相关论文
共 13 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
[Anonymous], 1991, HDB GENETIC ALGORITH
[3]  
Caponetto R., 1993, Transactions of the Institute of Measurement and Control, V15, P143, DOI 10.1177/014233129301500305
[4]  
CS B, 2001, IEEE INSTR MEAS TECH, P1183
[5]  
*FEEDB INSTR LTD, 1997, FEEDB MATL BAS CONTR
[6]  
Ho MT, 2000, IEEE DECIS CONTR P, P4903, DOI 10.1109/CDC.2001.914708
[7]   Digital redesign of continuous systems with improved suitability using genetic algorithms [J].
Hsu, CC ;
Tse, KM ;
Wang, CH .
ELECTRONICS LETTERS, 1997, 33 (15) :1345-1347
[8]  
Jeong KC, 1998, 1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, P551, DOI 10.1109/FUZZY.1998.687545
[9]   SYSTEM-IDENTIFICATION AND CONTROL USING GENETIC ALGORITHMS [J].
KRISTINSSON, K ;
DUMONT, GA .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1992, 22 (05) :1033-1046
[10]  
MICHALEWICZ Z, 1996, GENETIC ALGORITHMS P
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