Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/1695
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dc.contributor.authorDhar, Rupak Kanti-
dc.contributor.authorMerabet, Adel-
dc.contributor.authorBakir, Hale-
dc.contributor.authorGhias, Amer M. Y. M.-
dc.date.accessioned2022-01-30T17:32:54Z-
dc.date.available2022-01-30T17:32:54Z-
dc.date.issued2022-
dc.identifier.issn1932-8184-
dc.identifier.issn1937-9234-
dc.identifier.urihttps://doi.org/10.1109/JSYST.2021.3090041-
dc.identifier.urihttps://hdl.handle.net/20.500.13091/1695-
dc.description.abstractIn this article, a nature-inspired optimization method, based on the water cycle, is implemented for optimal control of a solar photovoltaic microgrid with battery storage. The water cycle optimization is used to tune the parameters of the proportional-integral controllers in the regulation of the battery current and the dc-link voltage. In order to implement the optimization algorithm, the microgrid model is developed and simulated to carry out the cost function to be minimized in the optimization process. The optimization is conducted using different performance indices. The optimized control parameters are validated on a simulated microgrid and an experimental setup. Simulation and experimental results are provided and compared to genetic algorithms and a conventional tuning method to demonstrate the effectiveness of the water cycle technique.en_US
dc.description.sponsorshipNatural Sciences and Engineering Research Council of Canada (NSERC)Natural Sciences and Engineering Research Council of Canada (NSERC) [RGPIN-2018-05381]; School of Electrical and Electronic Engineering at Nanyang Technological University, Ministry of Education, Singapore [AcRF TIER 12018-T1-002-109 (RG 171/18)]en_US
dc.description.sponsorshipThis work was supported in part by the Natural Sciences and Engineering Research Council of Canada (NSERC), Discovery Grant RGPIN-2018-05381 and in part by the School of Electrical and Electronic Engineering at Nanyang Technological University, Ministry of Education, Singapore, under Grant AcRF TIER 12018-T1-002-109 (RG 171/18).en_US
dc.language.isoenen_US
dc.publisherIeee-Inst Electrical Electronics Engineers Incen_US
dc.relation.ispartofIeee Systems Journalen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBatteriesen_US
dc.subjectMicrogridsen_US
dc.subjectVoltage Controlen_US
dc.subjectTuningen_US
dc.subjectInvertersen_US
dc.subjectState Of Chargeen_US
dc.subjectVoltage Measurementen_US
dc.subjectBattery Storageen_US
dc.subjectControlen_US
dc.subjectMicrogriden_US
dc.subjectOptimizationen_US
dc.subjectSolaren_US
dc.subjectWater Cycleen_US
dc.subjectAlgorithmen_US
dc.subjectManagementen_US
dc.titleImplementation of Water Cycle Optimization for Parametric Tuning of PI Controllers in Solar PV and Battery Storage Microgrid Systemen_US
dc.typeArticleen_US
dc.identifier.doi10.1109/JSYST.2021.3090041-
dc.identifier.scopus2-s2.0-85112612491en_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.authoridMerabet, Adel/0000-0002-3926-0489-
dc.identifier.wosWOS:000732081000001en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityQ1-
item.cerifentitytypePublications-
item.grantfulltextembargo_20300101-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairetypeArticle-
item.fulltextWith Fulltext-
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections
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