• DocumentCode
    2584349
  • Title

    A supervisory loop to remedy actuator saturation: Immune approach

  • Author

    Rashtian, Maryam ; Shahgholian, Ghazanfar ; Shafaghi, Pegah ; Farahmand, Mohammad

  • Author_Institution
    Young Researcher Club-Islamic, Azad Univ. Najaf Abad Branch, Esfahan, Iran
  • fYear
    2010
  • fDate
    7-10 May 2010
  • Firstpage
    19
  • Lastpage
    23
  • Abstract
    This paper describes the actuator saturation problem and its solution. Actuator saturation is one the practical problem in control of various systems. Even it might cause instability. In this article we describe different problems that are caused by saturation. After that a method is proposed to remedy the effect of it. In the proposed method this problem is solved by decreasing the band width of the controller. In order to accomplish this, a supervisory control is employed which uses artificial immune algorithm to adjust the proper forward path gain and then we compare the result with fuzzy supervisor. As you will see immune supervisor has better result in compare with fuzzy model. Recently, the biological immune system arouses researchers´ interest since it has several useful mechanisms which can be used for information processing. In this paper, an improved artificial immune algorithm is presented which is used in the design approach of a supervisory loop.
  • Keywords
    actuators; artificial immune systems; control nonlinearities; discrete event systems; fuzzy control; actuator saturation problem; artificial immune algorithm; biological immune system; forward path gain; fuzzy model; supervisory control; supervisory loop; Actuators; Adaptive control; Artificial immune systems; Bandwidth; Biological system modeling; Control systems; Feedback loop; Fuzzy control; Immune system; Supervisory control; artificial immune systems; flexible joint robots (FJR); immune feedback principle; supervisory loop;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Computer Technology (ICECT), 2010 International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7404-2
  • Electronic_ISBN
    978-1-4244-7406-6
  • Type

    conf

  • DOI
    10.1109/ICECTECH.2010.5480000
  • Filename
    5480000