Title :
A real coded genetic algorithm for matrix inequality design approach of robust PID controller with two degrees of freedom
Author :
Kawabe, Tohru ; Tagami, Takanori
Author_Institution :
Inf. Processing Center, Tokushima Univ., Japan
Abstract :
Presents a new, real-coded genetic algorithm and proposes a new design method for a robust PID controller with two degrees of freedom. This design method is based on the matrix inequality and on a real-coded genetic algorithm as an optimization technique. The 2-DOF PID controller designed by the proposed method satisfies the robust stability of a closed-loop system against parametric uncertainties of the plant and multiple design specifications for robust performance. This method is demonstrated by numerical simulations and shows good control performance
Keywords :
closed loop systems; control system synthesis; genetic algorithms; matrix algebra; numerical analysis; optimal control; performance index; robust control; three-term control; uncertain systems; closed-loop system; control performance; matrix inequality; multiple design specifications; numerical simulations; optimization technique; parametric uncertainties; real-coded genetic algorithm; robust PID controller design; robust stability; Algorithm design and analysis; Control systems; Design methodology; Design optimization; Genetic algorithms; Linear matrix inequalities; Robust control; Robust stability; Three-term control; Uncertainty;
Conference_Titel :
Intelligent Control, 1997. Proceedings of the 1997 IEEE International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-4116-3
DOI :
10.1109/ISIC.1997.626427