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dc.contributor.authorSarir, Noureddine
dc.contributor.authorMorsli, Sebaa
dc.contributor.authorAllaoui, Tayeb
dc.contributor.authorDenai, Mouloud
dc.date.accessioned2022-03-07T16:04:49Z
dc.date.available2022-03-07T16:04:49Z
dc.date.issued2021-12-29
dc.identifier.citationSarir , N , Morsli , S , Allaoui , T & Denai , M 2021 , ' Optimal Fractional-Order PI Control Design for a Variable Speed PMSG-Based Wind Turbine ' , Journal Europeen des Systemes Automatises , vol. 54 , no. 6 , pp. 915-922 . https://doi.org/10.18280/jesa.540615
dc.identifier.otherPURE: 26723461
dc.identifier.otherPURE UUID: 15eb902a-90e6-4336-b8fa-bd2835086c27
dc.identifier.otherScopus: 85122770274
dc.identifier.urihttp://hdl.handle.net/2299/25426
dc.description© 2021 IIETA. . This is an open access article distributed under the Creative Commons Attribution License, to view a copy of the license, see: https://creativecommons.org/licenses/by/4.0/
dc.description.abstractThis paper focusses on the design of optimal control strategies for a variable-speed wind energy system based on Permanent Magnet Synchronous Generator (PMSG). The fractional order PI controller, denoted PIλ, is an extension of the classical PI controller, which provides greater flexibility, better performance and robustness, however the tuning of the controller parameters is challenging. In this work, Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) provide approximate solutions to various problems and form a good optimization. In our system, they are used to have the PI regulator parameters and tune the parameters of the proposed controllers. The proposed controllers have been applied as maximum power point (MPPT) controllers for the wind turbine and to regulate the PMGS currents under variable weather conditions and. The results show that, among all these controllers, the fractional order PI controller optimized by the PSO leads to better performance in terms of the transient response characteristics such overshoot, rise time and settling time.en
dc.format.extent8
dc.language.isoeng
dc.relation.ispartofJournal Europeen des Systemes Automatises
dc.rightsOpen
dc.subjectFractional order PI controller
dc.subjectGA
dc.subjectMPPT
dc.subjectPSO
dc.subjectWind turbine
dc.subjectControl and Systems Engineering
dc.subjectComputer Science Applications
dc.subjectIndustrial and Manufacturing Engineering
dc.subjectElectrical and Electronic Engineering
dc.titleOptimal Fractional-Order PI Control Design for a Variable Speed PMSG-Based Wind Turbineen
dc.contributor.institutionCentre for Engineering Research
dc.contributor.institutionCommunications and Intelligent Systems
dc.contributor.institutionSchool of Physics, Engineering & Computer Science
dc.contributor.institutionDepartment of Engineering and Technology
dc.description.statusPeer reviewed
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85122770274&partnerID=8YFLogxK
dc.relation.schoolSchool of Physics, Engineering & Computer Science
dc.description.versiontypeFinal Published version
dcterms.dateAccepted2021-12-29
rioxxterms.versionVoR
rioxxterms.versionofrecordhttps://doi.org/10.18280/jesa.540615
rioxxterms.licenseref.urihttp://creativecommons.org/licenses/by/4.0/
rioxxterms.typeJournal Article/Review
herts.preservation.rarelyaccessedtrue
herts.rights.accesstypeOpen


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