• DocumentCode
    1561167
  • Title

    Intelligent algorithm based semi-active control for MR damper for structures

  • Author

    Hong-nan, LI ; Zhi-Guo, Chiang

  • Author_Institution
    Dept. of Civil Eng., Dalian Univ. of Technol., China
  • Volume
    3
  • fYear
    2004
  • Firstpage
    2428
  • Abstract
    In this paper, an application of hybrid intelligent control algorithm to semi-active control of the MR damper is proposed for engineering structures. The control signal is optimized directly by the μGA approach to obtain the numerical relation between the control signal and the system output. Then, this relation is stored in the weight value of a trained artificial neural network, which can be available for another structure subjected to other seismic inputs. The results of numerical example indicate that the semi-active control of MR damper based on the hybrid algorithm can efficiently reduce the structural responses induced by an earthquake.
  • Keywords
    damping; feedforward; genetic algorithms; intelligent control; magnetorheology; neural nets; nonlinear control systems; structural engineering; MR damper; artificial neural network; earthquake; engineering structures; genetic algorithm; hybrid algorithm; intelligent control; semiactive control; structural response; Artificial neural networks; Civil engineering; Control systems; Damping; Earthquakes; Electronics packaging; Intelligent control; Intelligent structures; Magnetic liquids; Shock absorbers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1342030
  • Filename
    1342030