Fuzzy logic control of plug-in supercapacitor storage for thermoelectric management of batteries

dc.contributor.authorMasaki, Mukalo Sandro
dc.contributor.authorZhang, Lijun
dc.contributor.authorXia, Xiaohua
dc.date.accessioned2023-07-18T10:46:14Z
dc.date.available2023-07-18T10:46:14Z
dc.date.issued2022-12
dc.description.abstractBatteries are gaining momentum in the dawn of the global energy transition. Their propensity to early ageing remains, however, a serious concern. Reasons for this include thermal and electrical stresses experienced during operation. The combination of batteries with supercapacitors (SC) into hybrid energy storage systems (HESS) is currently regarded as an effective means of reducing electrical stress on batteries. However, battery-SC HESS still plays a marginal role in practice. Anticipating a possible resurgence of interest in this technology, controllers should be designed to enable easy conversion of existing battery energy storage systems (BESS) into battery-SC HESS. Currently, most control models in the literature would require significant modifications to the existing infrastructure, hindering the expected transition to the HESS. This paper introduces a fuzzy logic controller for plug-in SC aiming for straightforward conversion of BESS into battery-SC HESS. In addition to relieving batteries from fast-varying currents, the SC can contribute in the supply of slow-varying currents to further relieve the battery from electrical stresses and assist in regulating the battery temperature. Extensive simulations indicate that peak currents of batteries can be reduced by up to 26.20% under normal operation, and their temperature slope by up to 38.15% under high temperature conditions.en_US
dc.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.librarianhj2023en_US
dc.description.urihttp://www.elsevier.com/locate/refen_US
dc.identifier.citationMasaki, M.S., Zhang, L. & Xia, X. 2022, 'Fuzzy logic control of plug-in supercapacitor storage for thermoelectric management of batteries', Renewable Energy Focus, vol. 43, pp. 59-73, doi : 10.1016/j.ref.2022.08.010.en_US
dc.identifier.issn1755-0084 (print)
dc.identifier.issn1878-0229 (online)
dc.identifier.other10.1016/j.ref.2022.08.010
dc.identifier.urihttp://hdl.handle.net/2263/91508
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.rights© 2022 Elsevier Ltd. All rights reserved. Notice : this is the author’s version of a work that was sumitted for publication in Renewable Energy Focus. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in Renewable Energy Focus, Renewable Energy Focus, vol. 43, pp. 59-73, doi : 10.1016/j.ref.2022.08.010.en_US
dc.subjectHybrid energy storage system (HESS)en_US
dc.subjectBattery energy storage systems (BESS)en_US
dc.subjectBatteryen_US
dc.subjectSupercapacitoren_US
dc.subjectFuzzy logic controlleren_US
dc.subjectThermal-electrical managementen_US
dc.titleFuzzy logic control of plug-in supercapacitor storage for thermoelectric management of batteriesen_US
dc.typePreprint Articleen_US

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