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Remaining life prediction of lithium-ion batteries based on vmd decomposition and cascaded bilstm-transformer network

Abstract Accurate prediction of battery capacity, a key indicator of State of Health (SOH), is of significant engineering value for ensuring system safety, optimizing maintenance strategies, and extending equipment lifespan. However, the battery degradation process exhibits complex characteristics s...

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Bibliographic Details
Main Authors: Bin Zou, Ruisong Li, Longyu Ling
Format: Artigo
Language:Inglês
Published: Springer 2026-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:https://doi.org/10.1007/s44443-025-00349-z
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