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IEEE Transactions on Vehicular Technology, 2018
Lithium-ion batteries have emerged as the state-of-the-art energy storage for portable electronics, electrified vehicles, and smart grids. An enabling Battery Management System holds the key for efficient and reliable system operation, in which State-of ...
Xiaosong Hu +4 more
semanticscholar +1 more source
Lithium-ion batteries have emerged as the state-of-the-art energy storage for portable electronics, electrified vehicles, and smart grids. An enabling Battery Management System holds the key for efficient and reliable system operation, in which State-of ...
Xiaosong Hu +4 more
semanticscholar +1 more source
A Novel Fractional Order Model for State of Charge Estimation in Lithium Ion Batteries
IEEE Transactions on Vehicular Technology, 2019Battery models are the cornerstone to battery state of charge (SOC) estimation and battery management systems in electric vehicles. This paper proposes a novel fractional-order model for a battery, which considers both Butler–Volmer equation and ...
R. Xiong +3 more
semanticscholar +1 more source
Predicting the state of charge and health of batteries using data-driven machine learning
Nature Machine Intelligence, 2020M. Ng +4 more
semanticscholar +1 more source
State-of-Charge Estimation of Lithium-ion Batteries Using LSTM Deep Learning Method
Journal of Electrical Engineering and Technology, 2022Dae-Won Chung +2 more
semanticscholar +1 more source
A method for state-of-charge estimation of lithium-ion batteries based on PSO-LSTM
, 2021Xiaoqing Ren +3 more
semanticscholar +1 more source