Sensors & Transducers Journal
(ISSN 1726- 5479)
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205.767 |
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(ISSN 1726- 5479) |
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Vol. 145, No. 10, September 2012, pp. 10-18
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Modeling and Control of Smart Structure Using Soft Computing
Method 1 M. Sridevi, 1 P. Madhavasarma, 2 P. Prakasam 1 Swarswathy College of Engineering & Technology, Villupuram 604307, India, 2 Tagore Institute of Engineering and Technology, Salem 636 112, India, E-mail: mad_sarma@yahoo.com, spms1975@yahoo.co.in, prakasamp@gmail.com
Received: 7 September 2012 /Accepted: 22 October 2012 /Published: 31 October 2012 |
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Abstract: The control of smart structures is a challenging task. This paper deals with model identification and control of vibration for a cantilever beam embedded with piezoelectric patches. Model identification of the beam was done using ARMAX technique. An observer based state feedback controller and neural network predictive controller were designed for the identified model. The performance of the controllers was evaluated using MATLAB simulation. The percentage suppression of vibration varied from 85 % to 99 % for state feedback and neural network controller respectively.
Keywords: Model identification, Cantilever, Neural, Observer, ARMAX, Nonlinear
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