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Fuzzy, integer and fractional-order control: Application on a wind turbine benchmark model

2014-11-13Journal article Restricted access
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dc.contributor.authorViveiros, Carla
dc.contributor.authorMelício, Rui
dc.contributor.authorIgreja, José
dc.contributor.authorMendes, Victor
dc.date.accessioned2015-05-07T12:12:32Z
dc.date.available2015-05-07T12:12:32Z
dc.date.issued2014-11-13
dc.description.abstractThis paper presents a comparison between proportional integral control approaches for variable speed wind turbines. Integer and fractional-order controllers are designed using linearized wind turbine model whilst fuzzy controller also takes into account system nonlinearities. These controllers operate in the full load region and the main objective is to extract maximum power from the wind turbine while ensuring the performance and reliability required to be integrated into an electric grid. The main contribution focuses on the use of fractional-order proportional integral (FOPI) controller which benefits from the introduction of one more tuning parameter, the integral fractional-order, taking advantage over integer order proportional integral (PI) controller. A comparison between proposed control approaches for the variable speed wind turbines is presented using a wind turbine benchmark model in the Matlab/Simulink environment. Results show that FOPI has improved system performance when compared with classical PI and fuzzy PI controller outperforms the integer and fractional-order control due to its capability to deal with system nonlinearities and uncertainties. © 2014 IEEE.por
dc.identifier.citationVIVEIROS, Carla Solange Pires Correia; MELÍCIO, Rui; IGREJA, José Manuel do Valle Cardoso; MENDES, Victor Manuel Fernandes - Fuzzy, integer and fractional-order control: Application on a wind turbine benchmark model. 19th International Conference on Methods and Models in Automation and Robotics, MMAR 2014. ISBN 978-147995081-2. (2014), pp. 252-257por
dc.identifier.doi10.1109/MMAR.2014.6957360
dc.identifier.isbn978-147995081-2
dc.identifier.urihttp://hdl.handle.net/10400.21/4498
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEE - Institute of Electrical and Electronics Engineers Inc.por
dc.relation.ispartofseries;6957360
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6957360por
dc.subjectComparisonpor
dc.subjectFractional-order controlpor
dc.subjectFuzzy controllerpor
dc.subjectInteger order controlpor
dc.subjectProportional integralpor
dc.subjectWind turbinepor
dc.titleFuzzy, integer and fractional-order control: Application on a wind turbine benchmark modelpor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlacePolandpor
oaire.citation.endPage257por
oaire.citation.startPage252por
oaire.citation.title19th International Conference on Methods and Models in Automation and Robotics, MMAR 2014por
person.familyNameViveiros
person.familyNameIgreja
person.familyNameMendes
person.givenNameCarla
person.givenNameJosé
person.givenNameVictor
person.identifier.ciencia-idAB14-98BC-18C0
person.identifier.ciencia-id2A1F-EABF-BE5D
person.identifier.orcid0000-0001-5096-1633
person.identifier.orcid0000-0002-8196-2935
person.identifier.orcid0000-0002-4599-477X
person.identifier.ridAAH-7730-2020
person.identifier.ridD-2332-2012
person.identifier.scopus-author-id56125867800
person.identifier.scopus-author-id15925332300
person.identifier.scopus-author-id55138675600
rcaap.rightsrestrictedAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublicationd7d24052-35cc-470c-b7b6-4b64087f7392
relation.isAuthorOfPublication57a08f80-8bf7-46fd-a491-13c943bf07d5
relation.isAuthorOfPublicationa86b9291-f23c-4f09-83d7-9ee691696705
relation.isAuthorOfPublication.latestForDiscoverya86b9291-f23c-4f09-83d7-9ee691696705

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