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Improved sparrow search algorithm optimization deep extreme learning machine for lithium-ion battery state-of-health prediction

Accurate state-of-health (SOH) prediction of lithium-ion batteries (LIBs) plays an important role in improving the performance and assuring the safe operation of the battery energy storage system (BESS). Deep extreme learning machine (DELM) optimized by the improved sparrow search algorithm (ISSA) i...

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Detalles Bibliográficos
Autores principales: Jia, Jianfang, Yuan, Shufang, Shi, Yuanhao, Wen, Jie, Pang, Xiaoqiong, Zeng, Jianchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927926/
https://www.ncbi.nlm.nih.gov/pubmed/35310948
http://dx.doi.org/10.1016/j.isci.2022.103988