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Nature inspired algorithms for the vibration control of beams with piezoelectric sensors and actuators

Marinakis Ioannis, Marinaki Magdalini, Stavroulakis Georgios

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URIhttp://purl.tuc.gr/dl/dias/C2EC29A8-5061-4B6C-9AFA-EDFB300834A2-
Identifierhttps://doi.org/10.4203/csets.32.7-
Languageen-
TitleNature inspired algorithms for the vibration control of beams with piezoelectric sensors and actuatorsen
CreatorMarinakis Ioannisen
CreatorΜαρινακης Ιωαννηςel
CreatorMarinaki Magdalinien
CreatorΜαρινακη Μαγδαληνηel
CreatorStavroulakis Georgiosen
CreatorΣταυρουλακης Γεωργιοςel
PublisherCivil-Compen
Content SummarySmart structures include elements of active, passive or hybrid control. In the case of linear structures with linear control laws, there are many classical methods for the design of the control system. For more complicated structures, mainly the ones including nonlinearities, or nonlinear control laws, the theoretical results from the area of control are not very helpful. Global optimization techniques can help in this case. In this chapter, the fuzzy control, which is a suitable tool for the systematic development of active control strategies is considered and a number of evolutionary and nature inspired algorithms are used for the calculation of the continuous and discrete free parameters in the fuzzy control system. The evolutionary and nature inspired algorithms used include genetic algorithms, differential evolution, particle swarm optimization, artificial bee colony, honey bees mating optimization and bumble bees mating optimization. Numerical applications on smart piezoelastic beams are presented. The results obtained are compared and an analysis is given for the effectiveness of each method in this type of problem.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-28-
Date of Publication2013-
Bibliographic CitationY. Marinakis, M. Marinaki and G. E. Stavroulakis, “Nature inspired algorithms for the vibration control of beams with piezoelectric sensors and actuators”, in CSC2013 The Third International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering, 2013. doi:10.4203/csets.32.7en

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