• 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