A model-based fuzzy control of an induction motor

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dc.contributor.authorPerduková, Daniela
dc.contributor.authorFedor, Pavol
dc.date.accessioned2016-11-18T10:15:24Z
dc.date.available2016-11-18T10:15:24Z
dc.date.issued2014
dc.description.abstractThe paper presents a method of obtaining a simplified fuzzy model of an induction motor from measured data, without the necessity of preliminary knowledge of its internal structure and parameters. With the aim of avoiding a heuristic search for linguistic control rules, the paper presents one of the possibilities of the application of this method for an inverse fuzzy model based control. The proposed simplified fuzzy model of an induction motor was applied in the control of the desired torque of the drive with induction motor. Obtained results were first verified by simulation in programme Matlab and finally experimentally validated by measurements on an IC inverter–induction motor system. Simulation results and experimental measurements confirmed the correctness of the proposed fuzzy modelling and control method and its applicability also to other nonlinear dynamic systems.cs
dc.format.extent1750412 bytes
dc.format.mimetypeapplication/pdf
dc.identifier.citationAdvances in electrical and electronic engineering. 2014, vol. 12, no. 5, p. 427-434 : ill.cs
dc.identifier.doi10.15598/aeee.v12i5.1229
dc.identifier.issn1336-1376
dc.identifier.issn1804-3119
dc.identifier.urihttp://hdl.handle.net/10084/116389
dc.language.isoencs
dc.publisherVysoká škola báňská - Technická univerzita Ostravacs
dc.relation.ispartofseriesAdvances in electrical and electronic engineeringcs
dc.relation.urihttp://dx.doi.org/10.15598/aeee.v12i5.1229cs
dc.rights© Vysoká škola báňská - Technická univerzita Ostrava
dc.rightsCreative Commons Attribution 3.0 Unported (CC BY 3.0)
dc.rights.accessopenAccess
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/
dc.subjectfuzzy logic controlcs
dc.subjectfuzzy modellingcs
dc.subjectinduction motorcs
dc.subjectinverse fuzzy modelcs
dc.titleA model-based fuzzy control of an induction motorcs
dc.typearticlecs
dc.type.statusPeer-reviewedcs
dc.type.versionpublishedVersioncs

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AEEE. 2014, vol. 12