Title :
Sliding Mode Variable Structure Control Based on Particle Swarm Optimization
Author :
Chen, Zhimei ; Meng, Wenjun ; Wang, Zhenyan ; Zhang, Jinggang
Author_Institution :
Sch. of Electron. Inf. Eng., Taiyuan Univ. of Sci. & Technol., Taiyuan
Abstract :
A new intelligent sliding mode variable structure control for a class of non-linear systems is proposed. The parameters of switching function and exponential reaching law are optimized adaptively by the particle swarm optimization algorithm, which preferably solves the contradiction between favorable quality and high frequency chattering in conventional sliding mode variable structure control. Not only better dynamics and strong robustness are assured, but also the chattering is eliminated. The proposed scheme is applied to the inverted pendulum system and simulation results prove it is effective.
Keywords :
intelligent control; nonlinear control systems; particle swarm optimisation; pendulums; time-varying systems; variable structure systems; high frequency chattering; intelligent control; inverted pendulum system; nonlinear systems; particle swarm optimization; sliding mode variable structure control; switching function; Control systems; Convergence; Electric variables control; Frequency; Intelligent structures; Nonlinear control systems; Nonlinear dynamical systems; Particle swarm optimization; Robustness; Sliding mode control; exponential reaching law; inverted pendulum; particle swarm optimization; sliding mode control;
Conference_Titel :
Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3497-8
DOI :
10.1109/IITA.2008.32