Implementation of Water Cycle Optimization for Parametric Tuning of Pi Controllers in Solar Pv and Battery Storage Microgrid System
| dc.contributor.author | Dhar, Rupak Kanti | |
| dc.contributor.author | Merabet, Adel | |
| dc.contributor.author | Bakir, Hale | |
| dc.contributor.author | Ghias, Amer M. Y. M. | |
| dc.date.accessioned | 2022-01-30T17:32:54Z | |
| dc.date.available | 2022-01-30T17:32:54Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | In 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.sponsorship | Natural 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.sponsorship | This 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.identifier.doi | 10.1109/JSYST.2021.3090041 | |
| dc.identifier.issn | 1932-8184 | |
| dc.identifier.issn | 1937-9234 | |
| dc.identifier.issn | 2373-7816 | |
| dc.identifier.scopus | 2-s2.0-85112612491 | |
| dc.identifier.uri | https://doi.org/10.1109/JSYST.2021.3090041 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.13091/1695 | |
| dc.language.iso | en | en_US |
| dc.publisher | Ieee-Inst Electrical Electronics Engineers Inc | en_US |
| dc.relation.ispartof | Ieee Systems Journal | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Batteries | en_US |
| dc.subject | Microgrids | en_US |
| dc.subject | Voltage Control | en_US |
| dc.subject | Tuning | en_US |
| dc.subject | Inverters | en_US |
| dc.subject | State Of Charge | en_US |
| dc.subject | Voltage Measurement | en_US |
| dc.subject | Battery Storage | en_US |
| dc.subject | Control | en_US |
| dc.subject | Microgrid | en_US |
| dc.subject | Optimization | en_US |
| dc.subject | Solar | en_US |
| dc.subject | Water Cycle | en_US |
| dc.subject | Algorithm | en_US |
| dc.subject | Management | en_US |
| dc.title | Implementation of Water Cycle Optimization for Parametric Tuning of Pi Controllers in Solar Pv and Battery Storage Microgrid System | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Merabet, Adel/0000-0002-3926-0489 | |
| gdc.bip.impulseclass | C4 | |
| gdc.bip.influenceclass | C4 | |
| gdc.bip.popularityclass | C4 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::journal::journal article | |
| gdc.description.department | Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü | en_US |
| gdc.description.endpage | 1762 | |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q1 | |
| gdc.description.startpage | 1751 | |
| gdc.description.volume | 16 | |
| gdc.description.wosquality | Q1 | |
| gdc.identifier.openalex | W3179158276 | |
| gdc.identifier.wos | WOS:000732081000001 | |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 13.0 | |
| gdc.oaire.influence | 3.3517409E-9 | |
| gdc.oaire.isgreen | false | |
| gdc.oaire.popularity | 1.2238191E-8 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
| gdc.openalex.collaboration | International | |
| gdc.openalex.fwci | 2.12532654 | |
| gdc.openalex.normalizedpercentile | 0.88 | |
| gdc.opencitations.count | 14 | |
| gdc.plumx.crossrefcites | 8 | |
| gdc.plumx.mendeley | 28 | |
| gdc.plumx.scopuscites | 19 | |
| gdc.scopus.citedcount | 19 | |
| gdc.wos.citedcount | 15 |
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