Fine tuning of a fuzzy controller for vibration suppression of smart plates using genetic algorithms. (November 2016)

• Record Type: Journal Article
• Authors: Tairidis, G.; Foutsitzi, G.; Koutsianitis, P.; Stavroulakis, G.E.
• Is Part Of: Advances in engineering software. Volume 101(2016)
• Page Start: 123
• Page End: 135
• Publication Date: 2016-11
• Subjects: Smart structures -- Piezoelectric composites -- Plate model -- Active control -- Fuzzy control -- Genetic algorithms; Computer-aided engineering -- Periodicals; Engineering -- Computer programs -- Periodicals; Engineering -- Software -- Periodicals; Periodicals; 620.0028553
• DOI: 10.1016/j.advengsoft.2016.01.019
• Languages: English
• ISSNs: 0965-9978

Abstract

Abstract: Piezoelectric sensors and actuators are used for vibration control and suppression of a smart composite plate. In the present paper, the vibration suppression of smart structures using intelligent control strategy is considered. A smart plate described by Mindlin plate theory is used in the finite element modeling of laminates with piezoelectric layers. The control is based on a set of fuzzy rules that combine the membership functions of the system variables by using fuzzy inference techniques. A genetic algorithm is used in order to optimize the parameters of the fuzzy controller. The numerical results indicate that the problem statement is successful and the proposed method is very efficient. In addition, the results obtained are very satisfactory compared to previous investigations of our team. All implementations are built and tested within MATLAB environment.