A novel battery health indicator and PSO-LSSVR for LiFePO4 battery SOH estimation during constant current charging

Data-driven prediction of battery cycle life before capacity degradation

Kristen Severson, Peter M. Attia, Norman Jin et al. · Nature Energy · 2019 · 2.6K citations · Full text

Engineering, Data Science, Life Prediction +6

Degradation of Commercial Lithium-Ion Cells as a Function of Chemistry and Cycling Conditions

Yuliya Preger, Heather M. Barkholtz, Armando Fresquez et al. · Journal of The Electrochemical Society · 2020 · 497 citations · Full text

Cycling Files, Engineering, Energy Efficiency +25

Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications

Sijia Yang, Caiping Zhang, Jiuchun Jiang et al. · Journal of Cleaner Production · 2021 · 380 citations

Electric Battery, Electrical Engineering, Engineering +9

Lithium-ion battery data and where to find it

Gonçalo dos Reis, Calum Strange, Mohit Yadav · Energy and AI · 2021 · 331 citations · Full text

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

Yong Tian, Rucong Lai, Xiaoyu Li et al. · Applied Energy · 2020 · 326 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +10