A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems

Y Wang, J Tian, Z Sun, L Wang, R Xu, M Li… - … and Sustainable Energy …, 2020 - Elsevier
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …

State estimation for advanced battery management: Key challenges and future trends

X Hu, F Feng, K Liu, L Zhang, J **e, B Liu - Renewable and Sustainable …, 2019 - Elsevier
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable
energy storage. These indispensable engineering applications are all safety-critical and …

Advanced battery management strategies for a sustainable energy future: Multilayer design concepts and research trends

H Dai, B Jiang, X Hu, X Lin, X Wei, M Pecht - Renewable and Sustainable …, 2021 - Elsevier
Lithium-ion batteries are promising energy storage devices for electric vehicles and
renewable energy systems. However, due to complex electrochemical processes, potential …

Key challenges for a large-scale development of battery electric vehicles: A comprehensive review

BE Lebrouhi, Y Khattari, B Lamrani, M Maaroufi… - Journal of Energy …, 2021 - Elsevier
Nowadays, several countries have adopted an energy transition policy to achieve carbon
targets and decarbonize transport while improving their electricity mixes. Electric vehicles …

Modeling, state of charge estimation, and charging of lithium‐ion battery in electric vehicle: a review

M Adaikkappan… - International Journal of …, 2022 - Wiley Online Library
Extension of driving range and battery run time optimization are necessary key points in the
modeling of Electric Vehicle (EV). In this view, Battery Management System (BMS) plays a …

Co-estimation of state of charge and state of health for lithium-ion batteries based on fractional-order calculus

X Hu, H Yuan, C Zou, Z Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
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 …

A brief review on key technologies in the battery management system of electric vehicles

K Liu, K Li, Q Peng, C Zhang - Frontiers of mechanical engineering, 2019 - Springer
Batteries have been widely applied in many high-power applications, such as electric
vehicles (EVs) and hybrid electric vehicles, where a suitable battery management system …

State of health estimation for Li-Ion battery using incremental capacity analysis and Gaussian process regression

X Li, C Yuan, X Li, Z Wang - Energy, 2020 - Elsevier
The state of health for lithium battery is necessary to ensure the reliability and safety for
battery energy storage system. Accurate prediction battery state of health plays an extremely …

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

F Yang, W Li, C Li, Q Miao - Energy, 2019 - Elsevier
Accurate state-of-charge (SOC) estimation, which is critical to ensure the safe and reliable
operation of battery management systems in electric vehicles, is still a challenging task due …

Technological developments in batteries: a survey of principal roles, types, and management needs

X Hu, C Zou, C Zhang, Y Li - IEEE Power and Energy Magazine, 2017 - ieeexplore.ieee.org
Battery energy storage effectively stabilizes the electric grid and aids renewable integration
by balancing supply and demand in real time. The importance of such storage is especially …