Title :
Mixed H/spl I.bar/2/H/spl I.bar//spl infin/ optimal PID control for superheated steam temperature system based on PSO optimization
Author :
Han, Pu ; Huang, Yu ; Jia, Zeng-Zhou ; Wang, Dong-feng ; Li, Yong-Ling
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Baoding, China
Abstract :
A general approach is proposed to design a mixed H_2/H_∞ optimal PID controller via particle swarm optimization (PSO). The main target of the proposed mixed control method is to find a suitable controller that minimizes the performance index of error signal subject to an unequal constraint on the norm of the closed-loop system. We can give the stabilizing domain of PID controller parameters for given plant. Inside this stabilizing domain, the optimal set of controller parameters is obtained by PSO. This new method is applied to PID controller parameters optimization of superheated steam temperature system. The simulation results demonstrate the controller has high feasibility, robustness and practical value.
Keywords :
H/sup /spl infin// control; H/sup /spl infin// optimisation; closed loop systems; heat transfer; particle swarm optimisation; steam; temperature control; three-term control; closed-loop system; mixed H/spl I.bar/2-H/spl I.bar//spl infin/ optimal PID controller; particle swarm optimization; superheated steam temperature system; Area measurement; Control systems; Electrical equipment industry; Optimal control; Particle swarm optimization; Proportional control; Robust control; Temperature control; Temperature distribution; Three-term control; Mixed H_2/H_∞ control; PID control; Robust stability; main steam temperature system; particle swarm optimization;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527082