Remaining useful life prediction for lithium-ion batteries based on an improved GWO–SVR algorithm

Lithium-ion batteries have been applied in civil aircraft such as the B787 with excellent performance. As the service time of lithium-ion batteries increases, their performance continues to decline. Therefore, accurately predicting the remaining useful life of lithium-ion batteries is helpful for ti...

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Autores principales:	Hui JIN, Yinxiao HU, Hongjuan GE, Zhipeng HAO, Zhengzhiyuan ZENG, Zepeng TANG
Formato:	Artigo
Lenguaje:	Chinês
Publicado:	Science Press 2024-03-01
Colección:	工程科学学报
Materias:	lithium-ion battery remaining useful life prediction incremental capacity curve analysis improved grey wolf optimization support vector regression
Acceso en línea:	http://cje.ustb.edu.cn/article/doi/10.13374/j.issn2095-9389.2023.05.31.002
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