Early prediction of battery degradation in grid-scale battery energy storage system using extreme gradient boosting algorithm

The growth of battery energy storage systems (BESS) is caused by the variability and intermittent nature of high demand and renewable power generation at the network scale. In the context of BESS, Lithium-ion (Li-ion) battery occupies a crucial position, although it is faced with challenges related...

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Bibliographic Details

Published in:	Results in engineering Vol. 21; p. 101709
Main Authors:	Brillianto Apribowo, Chico Hermanu, Hadi, Sasongko Pramono, Wijaya, Franscisco Danang, Bambang Setyonegoro, Mokhammad Isnaeni, Sarjiya
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2024 Elsevier
Subjects:	Battery degradation Battery energy storage system Extreme gradient boosting algorithm Hyperparameter tuning Remaining useful life Battery energy storage system Battery degradation Remaining useful life Extreme gradient boosting algorithm Hyperparameter tuning
ISSN:	2590-1230, 2590-1230
Online Access:	Get full text
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