Title :
Multi-objective PID Controller Based on NSGA-II Algorithm with Application to Main Steam Temperature Control
Author :
Guan Xiang-zhong
Author_Institution :
Shanghai Univ. of Electr. Power, Shanghai, China
Abstract :
PID controller is widely used for main steam temperature control of boiler unit in thermal power plant. To avoid the drawback of current PID design methods, this paper presents a new design method for multi-objective PID controller to synthetically consider system requirement in speediness, reliability and robustness. NSGA-II algorithm with the elite strategy is applied to the parameter optimization design. The simulation results on an actual main steam temperature control system indicate that, the multi-objective PID controller designed by presented method, can improve the dynamic performance of main steam temperature control system, with good robustness and anti-interference ability.
Keywords :
Pareto optimisation; boilers; optimal control; temperature control; thermal power stations; three-term control; NSGA-II algorithm; boiler unit; main steam temperature control; multiobjective PID controller; parameter optimization design; thermal power plant; Algorithm design and analysis; Boilers; Control systems; Design methodology; Design optimization; Power generation; Power system reliability; Robust control; Temperature control; Three-term control; NSGA-II algorithm; Pareto-optimal solutions; boiler; main steam temperature control; multi-objective PID controller;
Conference_Titel :
Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3835-8
Electronic_ISBN :
978-0-7695-3816-7
DOI :
10.1109/AICI.2009.388