Online prediction for heat generation rate and temperature of lithium-ion battery using multi-step-ahead extended Kalman filtering

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

Fei Feng, Sangli Teng, Kailong Liu et al. · Journal of Power Sources · 2020 · 357 citations

Electric Battery, Electrical Engineering, Engineering +7

An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation

Shunli Wang, Paul Takyi‐Aninakwa, Siyu Jin et al. · Energy · 2022 · 338 citations · Full text

Electric Battery, Electrical Engineering, Engineering +10

Novel thermal management system using mist cooling for lithium-ion battery packs

Lip Huat Saw, Hiew Mun Poon, Hui San Thiam et al. · Applied Energy · 2018 · 297 citations · Full text

Electrical Engineering, Engineering, Energy Efficiency +10

Electrochemical model-based state estimation for lithium-ion batteries with adaptive unscented Kalman filter

Weihan Li, Fan Yue, Florian Ringbeck et al. · Journal of Power Sources · 2020 · 252 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +8

A state-of-the art review on advancing battery thermal management systems for fast-charging

Amrit Kumar Thakur, Ravishankar Sathyamurthy, R. Velraj et al. · Applied Thermal Engineering · 2023 · 242 citations

Electric Battery, Electrical Engineering, Engineering +11