Publication:
Optimal allocation of battery energy storage system using whale optimization algorithm

Simple item page
dc.citedby1
dc.contributor.authorWong L.A.en_US
dc.contributor.authorRamachandaramurthy V.K.en_US
dc.contributor.authorid57205119530en_US
dc.contributor.authorid6602912020en_US
dc.date.accessioned2023-05-29T09:05:43Z
dc.date.available2023-05-29T09:05:43Z
dc.date.issued2021
dc.descriptionBattery storage; Electric batteries; Battery energy storage systems; Firefly algorithms; Loss reduction; Meta-heuristic methods; Optimal allocation; Optimization algorithms; Overall system loss reduction; Performance; System loss; Whale optimization algorithm; Particle swarm optimization (PSO)en_US
dc.description.abstractIn this paper, a metaheuristic method is suggested to attain the optimal locations and sizing of the battery energy storage system (BESS), with the intention to decrease the overall system losses in a distribution system. To increase the reliability of the outcome, simultaneous optimization approach is employed, where the optimization problem is solved using Whale Optimization Algorithm (WOA). The hourly variation of photovoltaic (PV) generation and load profile for up to one week is considered in this work. The performance of WOA is validated with Particle Swarm Optimization (PSO) and Firefly Algorithm (FA). The optimization outcomes proved the ability of WOA in attaining the optimal BESS allocations for overall system losses reduction where the optimal solutions suggested by WOA has achieved the highest overall system losses reduction, followed by PSO while FA has the worst performance in this application. � 2021 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.1109/ICECCME52200.2021.9591039
dc.identifier.scopus2-s2.0-85119443208
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85119443208&doi=10.1109%2fICECCME52200.2021.9591039&partnerID=40&md5=ab26e9c0e118556afdc9f0f04bbb936e
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/25949
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.sourceScopus
dc.sourcetitleInternational Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2021
dc.titleOptimal allocation of battery energy storage system using whale optimization algorithmen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
Files
Collections
SCOPUS