TY - JOUR
T1 - Taguchi-genetic-algorithm in helicopter H∞ control design with robust flying quality
AU - Luo, Chi Chung
AU - Yang, Ciann Dong
AU - Chen, Gong
AU - Chang, Yeong Hwa
PY - 2005/3/1
Y1 - 2005/3/1
N2 - The purpose of this paper is to design an optimal linear H∞ helicopter control system via Taguchi-genetic-algorithm (TGA) to improve its stability and performance. Firstly, the nonlinear mathematical model of Lynx, an England Westland helicopter, is established from the nonlinear six degree-of-freedom dynamic equations. Secondly, the linear H∞ feedback control law is applied to design a linear H∞ controller, which is then integrated into the nonlinear helicopter model to simulate dynamic responses. Thirdly, Taguchi experimental method is served as a rough searching tool for the best genetic parameters in genetic algorithm (GA), which includes population size, crossover rate, mutation rate and the remaining size of parent. Meanwhile, GA is served as a fine searching tool for the weighting functions of H∞ controller. Two helicopter flying quality indices, quickness index and phase delay margin, are adopted to test the robustness of H∞ controller. The results show that TGA-type linear H∞ controller can maintain the flight specifications in the level-1 standard, while the forward velocity of helicopter is changing.
AB - The purpose of this paper is to design an optimal linear H∞ helicopter control system via Taguchi-genetic-algorithm (TGA) to improve its stability and performance. Firstly, the nonlinear mathematical model of Lynx, an England Westland helicopter, is established from the nonlinear six degree-of-freedom dynamic equations. Secondly, the linear H∞ feedback control law is applied to design a linear H∞ controller, which is then integrated into the nonlinear helicopter model to simulate dynamic responses. Thirdly, Taguchi experimental method is served as a rough searching tool for the best genetic parameters in genetic algorithm (GA), which includes population size, crossover rate, mutation rate and the remaining size of parent. Meanwhile, GA is served as a fine searching tool for the weighting functions of H∞ controller. Two helicopter flying quality indices, quickness index and phase delay margin, are adopted to test the robustness of H∞ controller. The results show that TGA-type linear H∞ controller can maintain the flight specifications in the level-1 standard, while the forward velocity of helicopter is changing.
UR - http://www.scopus.com/inward/record.url?scp=19044400069&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=19044400069&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:19044400069
SN - 1022-0666
VL - 37
SP - 9
EP - 20
JO - Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China
JF - Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China
IS - 1
ER -