Gaussian process regression for in-situ capacity estimation of lithium-ion batteries

Accurate on-board capacity estimation is of critical importance in lithium-ion battery applications. Battery charging/discharging often occurs under a constant current load, and hence voltage vs. time measurements under this condition may be accessible in practice. This paper presents a data-driven...

詳細記述

書誌詳細
主要な著者: Richardson, R, Birkl, C, Osborne, M, Howey, D
フォーマット: Journal article
出版事項: IEEE 2018