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
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