Learning battery model parameter dynamics from data with recursive Gaussian process regression

Estimating the state of health is a critical function of a battery management system, but remains challenging due to variability of operating conditions and usage requirements in real applications. As a result, existing techniques based on fitting equivalent circuit models may exhibit inaccuracy at...

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Bibliographic Details
Main Authors: Aitio, A, Joest, D, Sauer, DU, Howey, DA
Format: Journal article
Language:English
Published: American Society of Mechanical Engineers 2025