Prognostics of lithium-ion batteries health state: An ensemble method of one-dimensional convolutional neural network and Informer model
Published online on August 30, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Ahead of Print.
To meet the requirements for accurate and stable in lithium-ion battery state of health (SOH) prediction for electric vehicles, this paper proposes a lithium-ion battery SOH prediction method based on health features and ensemble models, which is named ...
To meet the requirements for accurate and stable in lithium-ion battery state of health (SOH) prediction for electric vehicles, this paper proposes a lithium-ion battery SOH prediction method based on health features and ensemble models, which is named ...