Title :
High performance control of induction motor using GA
Author :
Jung-Sik Choi ; Ko, Jae-Sub ; Park, Ki-Tae ; Park, Byung-Sang ; Chung, Dong-Hwa
Author_Institution :
Sunchon Nat. Univ., Sunchon
Abstract :
This paper is proposed genetic algorithm tuning(GAT) controller for high performance of induction motor drive. We employed GA to the classical PI controller. The approach having ability for global optimization and with good robustness, is expected to overcome some weakness of conventional approaches and to be more acceptable for industrial practices. The control performance of the GAT PI controller is evaluated by analysis for various operating conditions. The results of experiment prove that the proposed control system has strong high performance and robustness to parameter variation, and steady-state accuracy and transient response.
Keywords :
PI control; genetic algorithms; induction motor drives; machine control; robust control; PI controller; genetic algorithm tuning; induction motor drive; robustness; steady-state accuracy; transient response; Control systems; Electrical equipment industry; Genetic algorithms; Induction motor drives; Induction motors; Performance analysis; Robust control; Robustness; Steady-state; Transient response; GAT; Induction motor drive; high performance; optimization; robustness;
Conference_Titel :
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-89-950038-6-2
Electronic_ISBN :
978-89-950038-6-2
DOI :
10.1109/ICCAS.2007.4406628