Title :
Fuzzy-PID control for arc furnace electrode regulator system based on Genetic Algorithm
Author :
Liu, Xiao-he ; Kuai, Rong ; Guan, Ping ; Ye, Xiao-mei ; Wu, Zheng-lan
Author_Institution :
Sch. of Autom., Beijing Inf. Sci. & Technol. Univ., Beijing, China
Abstract :
This paper analyses the characteristics of the arc furnace electrode regulator system, and also a design of fuzzy-PID control system. In order to to improve the performances of the fuzzy controller, the genetic algorithm is introduced to optimize parameter of fuzzy-PID controller. The simulations show that satisfied control effects can be achieved using optimal parameter of fuzzy-PID based on genetic algorithm.
Keywords :
arc furnaces; control system synthesis; fuzzy control; genetic algorithms; process heating; three-term control; arc furnace electrode regulator system; fuzzy controller; fuzzy-PID control system design; genetic algorithm; AC motors; Algorithm design and analysis; Control systems; Electrodes; Furnaces; Fuzzy control; Genetic algorithms; Optimal control; Regulators; Voltage; Arc furnace electrode regulator system; Fuzzy-PID control; Genetic algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212457
