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Hierarchical MPC of Hybrid Power Systems based on Fuzzy Discrete Abstraction

dc.contributor.authorZhang, Jianhua
dc.contributor.authorXia, Jiajun
dc.date.accessioned2022-05-03T11:49:45Z
dc.date.available2022-05-03T11:49:45Z
dc.date.created2022-02-18T16:08:38Z
dc.date.issued2020-04-14
dc.identifier.citationIFAC-PapersOnLine. 2020, 53 (2), 6781-6787.en_US
dc.identifier.issn2405-8963
dc.identifier.urihttps://hdl.handle.net/11250/2993906
dc.description.abstractA hierarchical control approach is proposed for hybrid systems with discrete-valued input based on fuzzy discrete abstraction and model predictive control (MPC) scheme. The system is firstly abstracted to a discrete event system (DES). Then a higher-level supervisor is designed to provide the control input alphabet for each discrete state, while a fuzzy model predictive controller is developed for the original system in the lower level. Simulation results of emergency frequency control of electric power systems are provided to show the superior frequency recovery characteristic of the proposed hierarchical control scheme in comparison with two existing control methods.en_US
dc.language.isoengen_US
dc.publisherInternational Federation of Automatic Controlen_US
dc.relation.ispartofseriesIFAC-PapersOnLine;Volume 53, Issue 2, 2020
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internasjonal*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/deed.no*
dc.subjectHierarchical controlen_US
dc.subjectFuzzy discrete abstractionen_US
dc.subjectFuzzy modelsen_US
dc.subjectModel predictive controlen_US
dc.subjectHybrid systemsen_US
dc.subjectDiscrete event systemsen_US
dc.titleHierarchical MPC of Hybrid Power Systems based on Fuzzy Discrete Abstractionen_US
dc.typePeer revieweden_US
dc.typeJournal articleen_US
dc.description.versionpublishedVersionen_US
dc.rights.holder© 2020 The Authorsen_US
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode1
dc.identifier.doihttps://doi.org/10.1016/j.ifacol.2020.12.328
dc.identifier.cristin2003481
dc.source.journalIFAC-PapersOnLineen_US
dc.source.volume53en_US
dc.source.issue2en_US
dc.source.pagenumber6781-6787en_US


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