• DocumentCode
    2519646
  • Title

    Decoupling control based on support machines ath-order inversion for the boiler-turbine coordinate systems

  • Author

    Liu, Zhao-lei ; Zheng, En-hui ; Sun, Jian ; Le Chen

  • Author_Institution
    China Jiliang Univ., Hangzhou, China
  • fYear
    2011
  • fDate
    23-25 May 2011
  • Firstpage
    2620
  • Lastpage
    2623
  • Abstract
    A boiler-turbine unit is a typical multi-input multi-output (MIMO) industrial control system in power plant, which has nonlinear and couple characteristics. As there exist strong couplings between main steam pressure and power output, we present a new coordinated control strategy: ath-order inverse system method based on Support Vector Machine (SVM). Cascading SVM inversion with the original system can form a pseudo-linear system. Then we can solve the problem of nonlinear system by the traditional linear system methods. Simulations show that this strategy has good control performance and can be implanted for engineering.
  • Keywords
    MIMO systems; boilers; control engineering computing; industrial control; support vector machines; turbines; ath-order inverse system method; boiler-turbine coordinate systems; boiler-turbine unit; decoupling control; main steam pressure; multiinput multioutput industrial control system; nonlinear system; power output; power plant; pseudolinear system; support machines ath-order inversion; support vector machine; Control systems; Couplings; Interconnected systems; MIMO; Machine learning; Mathematical model; Support vector machines; Support vector machines; boiler-turbine; decoupling; inverse system method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2011 Chinese
  • Conference_Location
    Mianyang
  • Print_ISBN
    978-1-4244-8737-0
  • Type

    conf

  • DOI
    10.1109/CCDC.2011.5968653
  • Filename
    5968653