DocumentCode
3034239
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
Volume
4
fYear
2009
fDate
7-8 Nov. 2009
Firstpage
21
Lastpage
25
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/AICI.2009.388
Filename
5376897
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