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

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dc.contributor.author Masaki, Mukalo Sandro
dc.contributor.author Zhang, Lijun
dc.contributor.author Xia, Xiaohua
dc.date.accessioned 2023-07-18T10:46:14Z
dc.date.available 2023-07-18T10:46:14Z
dc.date.issued 2022-12
dc.description.abstract Batteries 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.department Electrical, Electronic and Computer Engineering en_US
dc.description.librarian hj2023 en_US
dc.description.uri http://www.elsevier.com/locate/ref en_US
dc.identifier.citation Masaki, 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.issn 1755-0084 (print)
dc.identifier.issn 1878-0229 (online)
dc.identifier.other 10.1016/j.ref.2022.08.010
dc.identifier.uri http://hdl.handle.net/2263/91508
dc.language.iso en en_US
dc.publisher Elsevier en_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.subject Hybrid energy storage system (HESS) en_US
dc.subject Battery energy storage systems (BESS) en_US
dc.subject Battery en_US
dc.subject Supercapacitor en_US
dc.subject Fuzzy logic controller en_US
dc.subject Thermal-electrical management en_US
dc.title Fuzzy logic control of plug-in supercapacitor storage for thermoelectric management of batteries en_US
dc.type Preprint Article en_US


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