• DocumentCode
    2566797
  • Title

    Intelligent vibration control of micro-cantilever beam in MEMS

  • Author

    Sarrafan, Atabak ; Zareh, Seiyed Hamid ; Zabihollah, Abolghassem ; Khayyat, Amir Ali

  • Author_Institution
    Sch. of Sci. & Eng., Sharif Univ. of Technol., Tehran, Iran
  • fYear
    2011
  • fDate
    13-15 April 2011
  • Firstpage
    336
  • Lastpage
    341
  • Abstract
    Considerable attention has been devoted recently to vibration control using intelligent materials as sensor/actuator. An intelligent control technique using a neural network is proposed for vibration control of micro-cantilever beam with bonded piezoelectric sensor and actuator. Structure modal characteristic analysis is done to determine the optimal configuration of piezoelectric sensor and actuator. With the piezoelectric elements are surface-bonded near the same position to the fixed end of micro-cantilever beam, an optimal controller, linear quadratic Gaussian (LQG), and an intelligent strategy based on neural network are investigated. Finally, the simulation results are given to demonstrate the effectiveness of the control method in this paper, neural network scheme has strong robustness to Gaussian disturbance compared with the LQG control method. Moreover, it is shown that vibration of micro-cantilever beam in MEMS can be significantly suppressed by the proposed neural network strategy.
  • Keywords
    cantilevers; linear quadratic Gaussian control; micromechanical devices; neurocontrollers; piezoelectric transducers; vibration control; Gaussian disturbance; MEMS; actuator; intelligent control; intelligent materials; intelligent vibration control; linear quadratic Gaussian control; microcantilever beam; neural network; piezoelectric sensor; structure modal characteristic analysis; Actuators; Artificial neural networks; Finite element methods; Mathematical model; Structural beams; Vibration control; Vibrations; Active Vibration Control; Intelligent Control; MEMS; Neural Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics (ICM), 2011 IEEE International Conference on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-61284-982-9
  • Type

    conf

  • DOI
    10.1109/ICMECH.2011.5971306
  • Filename
    5971306