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Adaptive and predictive controllers applied to onshore wind energy conversion system

2018Journal article Open access
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dc.contributor.authorViveiros, Carla
dc.contributor.authorMelicio, Rui
dc.contributor.authorMendes, Victor
dc.contributor.authorIgreja, José
dc.date.accessioned2018-12-06T10:41:04Z
dc.date.available2018-12-06T10:41:04Z
dc.date.issued2018
dc.description.abstractThis paper presents a simulation of onshore energy conversion system connected to the electric grid and under an event-based supervisor control based on deterministic version of a finite state machine. The onshore energy conversion system is composed by a variable speed wind turbine, a mechanical transmission system described by a two-mass drive train, a gearbox, a doubly fed induction generator rotor and by a two-level converter. First, mathematical models of a variable speed wind turbine with pitch control are studied, followed by the study of different controller types such as adaptive controllers and predictive controllers. The study of an event-based supervisor based on finite state machines is also studied. The control and supervision strategy proposed for the onshore energy conversion system is based on a hierarchical structure with two levels, execution level where the adaptive and predictive controllers are included, and the supervision level where the event-based supervisor is included. The objective is to control the electric output power around the reference power and also to analyze the operational states according to the wind speed. The studied mathematical models are integrated into computer simulations for the onshore energy conversion system and the obtained numerical results allow for the performance assessment of the system connected to the electric grid. A comparison of the onshore energy conversion system performance without or with the supervisor is carried out to access the influence of the control and supervision strategy on the performance.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationVIVEIROS, Carla; [et al] – Adaptive and predictive controllers applied to onshore wind energy conversion system. AIMS Energy. ISSN 2333-8326. Vol. 6, N.º 4 (2018), pp. 615-631pt_PT
dc.identifier.doi10.3934/energy.2018.4.615pt_PT
dc.identifier.issn2333-8326
dc.identifier.issn2333-8334
dc.identifier.urihttp://hdl.handle.net/10400.21/9133
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherAmerican Institute of Mathematical Sciencespt_PT
dc.relationPOCI010145FEDER007690 - COMPETE 2020 (Operational Program Competitiveness and Internationalization) through the ICT projectpt_PT
dc.relation.publisherversionhttp://www.aimspress.com/article/10.3934/energy.2018.4.615/pdfpt_PT
dc.subjectAdaptive controlpt_PT
dc.subjectWind energypt_PT
dc.subjectFinite state machinept_PT
dc.subjectControle adaptativopt_PT
dc.subjectEnergia eólicapt_PT
dc.titleAdaptive and predictive controllers applied to onshore wind energy conversion systempt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/UID%2FGEO%2F04683%2F2013/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/UID%2FEMS%2F50022%2F2013/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/UID%2FEEA%2F04131%2F2013/PT
oaire.citation.endPage631pt_PT
oaire.citation.issue4pt_PT
oaire.citation.startPage615pt_PT
oaire.citation.titleAIMS Energypt_PT
oaire.citation.volume6pt_PT
oaire.fundingStream5876
oaire.fundingStream5876
oaire.fundingStream5876
person.familyNameViveiros
person.familyNameMelicio
person.familyNameMendes
person.familyNameIgreja
person.givenNameCarla
person.givenNameRui
person.givenNameVictor
person.givenNameJosé
person.identifier.ciencia-idAB14-98BC-18C0
person.identifier.ciencia-idA213-8E2D-0102
person.identifier.ciencia-id2A1F-EABF-BE5D
person.identifier.orcid0000-0001-5096-1633
person.identifier.orcid0000-0002-1081-2729
person.identifier.orcid0000-0002-4599-477X
person.identifier.orcid0000-0002-8196-2935
person.identifier.ridAAH-7730-2020
person.identifier.ridM-4593-2013
person.identifier.ridD-2332-2012
person.identifier.scopus-author-id56125867800
person.identifier.scopus-author-id20436053900
person.identifier.scopus-author-id55138675600
person.identifier.scopus-author-id15925332300
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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