Title :
Optimal tracking control for a peltier refrigeration system based on PSO
Author :
Shengjun Wen ; Ping Liu ; Dongyun Wang ; Fang Cao
Author_Institution :
Sch. of Electron. & Inf. Eng., Zhongyuan Univ. of Technol., Zhengzhou, China
Abstract :
Peltier refrigeration system is a typical nonlinear control affine system with unknown bounded perturbations. An optimal tracking control scheme based on PSO is proposed for the refrigeration system. Firstly, the mathematical model of the Peltier refrigeration system is built. Secondly, operator-based robust controller is designed to ensure robust stability of the system by using robust right coprime factorization method. Then, a tracking compensator operator is presented by using PSO (Particle Swarm Optimization) method to satisfy the tracking performance of the system. Finally, numerical simulation and experimental results are given to confirm the effectiveness of the proposed approach.
Keywords :
Peltier effect; compensation; control system synthesis; matrix decomposition; nonlinear control systems; optimal control; particle swarm optimisation; perturbation techniques; refrigeration; robust control; PSO method; Peltier refrigeration system; mathematical model; nonlinear control affine system; numerical simulation; operator-based robust controller design; optimal tracking control; particle swarm optimization method; robust right coprime factorization method; robust stability; tracking compensator operator; unknown bounded perturbations; Aluminum; Control systems; Feedback control; Nonlinear systems; Particle swarm optimization; Robust stability; Robustness; PSO; optimal tracking control; peltier refrigeration system; robust right coprime factorization;
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
Conference_Location :
Kumamoto
DOI :
10.1109/ICAMechS.2014.6911610