• DocumentCode
    173653
  • Title

    A reconfigurable control system based on biological immune mechanism

  • Author

    Shengfang Dai ; Yongsheng Ding ; Lihong Ren ; Kuangrong Hao ; Junjun Huang

  • Author_Institution
    Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
  • fYear
    2014
  • fDate
    5-8 Oct. 2014
  • Firstpage
    1783
  • Lastpage
    1788
  • Abstract
    Most of the multivariable industrial production processes have latent failures on account of its complexity and uncertainty. This brings a great hidden threat to the control system´s safety. Actuator fault is one of the commonest failures in control systems. This paper addresses a reconfigurable control system whose controller can be reconstructed when any actuator is faulty. Regard the control system as a biological immune system, an immune reconfigurable control system (IRCS) is designed. The IRCS includes an actuator monitor to imitate the immune surveillance mechanism, a decision module to imitate the immune response mechanism, a control strategy repository to imitate the immune memory mechanism and an adaptive learning module to imitate the immune learning mechanism. The IRCS is applied to the polyacrylonitrile carbon fiber coagulation bath, and the simulation results show that when there is any actuator fault, the IRCS can guarantee better performance compared with the conventional control schemes.
  • Keywords
    MIMO systems; actuators; multivariable control systems; optimisation; IRCS; actuator fault; adaptive learning module; biological immune mechanism; immune learning mechanism; immune reconfigurable control system; multivariable industrial production process; polyacrylonitrile carbon fiber coagulation bath; reconfigurable control system; Actuators; Adaptation models; Immune system; Integrated circuit modeling; Monitoring; Optimization; actuator fault; biological immune mechanism; carbon fiber coagulation bath; multi-objective optimization; reconfigurable control system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • DOI
    10.1109/SMC.2014.6974175
  • Filename
    6974175