Evolving fuzzy controller applied in indirect field oriented control of induction motor

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dc.contributor.authorROSA, F. C.
dc.contributor.authorFabio Lima
dc.contributor.authorFUMAGALLI, M. A.
dc.contributor.authorBIM, E.
dc.contributor.authorOrcidhttps://orcid.org/0000-0002-5500-3191
dc.date.accessioned2022-01-12T21:59:02Z
dc.date.available2022-01-12T21:59:02Z
dc.date.issued2016-03-14
dc.description.abstract© 2016 IEEE.This paper presents the indirect rotor field orientation vector control of a squirrel-cage three-phase induction motor, where an evolving fuzzy controller is used. Both the structure and the parameters of the controller are defined and adapted online from data collected by the plant, without the need of any type of pre-training or previous knowledge of the plant's dynamics. Computational simulations are made under different conditions and validate the capacity of adaptation and autonomy of the controller, which proved to be stable and presented good dynamic response in all the several simulated situations.
dc.description.firstpage1452
dc.description.lastpage1457
dc.description.volume2016-May
dc.identifier.citationROSA, F. C.; LIMA, F.; FUMAGALLI, M. A.; BIM, E. Evolving fuzzy controller applied in indirect field oriented control of induction motor. Proceedings of the IEEE International Conference on Industrial Technology, p. 1452-1457, march, 2016.
dc.identifier.doi10.1109/ICIT.2016.7474972
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/3902
dc.relation.ispartofProceedings of the IEEE International Conference on Industrial Technology
dc.rightsAcesso Restrito
dc.titleEvolving fuzzy controller applied in indirect field oriented control of induction motor
dc.typeArtigo de evento
fei.scopus.citations2
fei.scopus.eid2-s2.0-84974623087
fei.scopus.subjectComputational simulation
fei.scopus.subjectFuzzy controllers
fei.scopus.subjectIndirect field oriented control
fei.scopus.subjectPre-training
fei.scopus.subjectRotor field orientations
fei.scopus.subjectSquirrel-cage
fei.scopus.subjectThree phase induction motor
fei.scopus.updated2024-09-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84974623087&origin=inward
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