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Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications

Charging time; Controllers; Lithium-ion batteries; Microgrids; Battery performance; Battery state of charge; Control techniques; Improved fuzzy models; Mathematical calculations; Overcharging protection; Real-time application; Sensing components; Battery management systems

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Main Authors: Faisal M., Hannan M.A., Ker P.J., Hossain Lipu M.S., Uddin M.N.
Other Authors: 57215018777
Format: Article
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-261212023-05-29T17:06:56Z Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications Faisal M. Hannan M.A. Ker P.J. Hossain Lipu M.S. Uddin M.N. 57215018777 7103014445 37461740800 36518949700 55663372800 Charging time; Controllers; Lithium-ion batteries; Microgrids; Battery performance; Battery state of charge; Control techniques; Improved fuzzy models; Mathematical calculations; Overcharging protection; Real-time application; Sensing components; Battery management systems This article presents the fuzzy-based charging-discharging control technique of lithium-ion battery storage in microgrid application. Considering available power, load demand, and battery state-of-charge (SOC), the proposed fuzzy-based scheme enables the storage to charge or discharge within the safe operating region. Various controlling techniques have been implemented to evaluate and control the battery performance, which has the limitation of controlling overcharging or overdischarging, complexity in control, and longer charging time. Besides, a fuzzy controller is less complex and faster, as it obviates the extra sensing components, requires no additional deep discharging and overcharging protection, and easy to implement due to the absence of mathematical calculation. The numerical simulations with the load demand and the generations demonstrate the effectiveness of the proposed charging-discharging controller strategy. The efficacy of the proposed controller is tested under certain load variations for real-time application. The obtained experimental result shows that the developed model can control the battery charging-discharging efficiently. Moreover, it is also seen from the output that the battery SOC does not go beyond the limit of the respective safe battery operating region (20%-80%). Thus, the main contribution of this research is to develop an improved fuzzy model and, thus, implement the system for real-time application to control the charging-discharging of the battery. � 1972-2012 IEEE. Final 2023-05-29T09:06:56Z 2023-05-29T09:06:56Z 2021 Article 10.1109/TIA.2021.3072875 2-s2.0-85104270880 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104270880&doi=10.1109%2fTIA.2021.3072875&partnerID=40&md5=4d4ac1851f1223fdadef7dfbbbb2a8ba https://irepository.uniten.edu.my/handle/123456789/26121 57 4 9403934 4187 4195 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Charging time; Controllers; Lithium-ion batteries; Microgrids; Battery performance; Battery state of charge; Control techniques; Improved fuzzy models; Mathematical calculations; Overcharging protection; Real-time application; Sensing components; Battery management systems
author2 57215018777
author_facet 57215018777
Faisal M.
Hannan M.A.
Ker P.J.
Hossain Lipu M.S.
Uddin M.N.
format Article
author Faisal M.
Hannan M.A.
Ker P.J.
Hossain Lipu M.S.
Uddin M.N.
spellingShingle Faisal M.
Hannan M.A.
Ker P.J.
Hossain Lipu M.S.
Uddin M.N.
Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
author_sort Faisal M.
title Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
title_short Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
title_full Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
title_fullStr Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
title_full_unstemmed Fuzzy-Based Charging-Discharging Controller for Lithium-Ion Battery in Microgrid Applications
title_sort fuzzy-based charging-discharging controller for lithium-ion battery in microgrid applications
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806423524170006528
score 13.188404

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