Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement

Z Wei, J Zhao, H He, G Ding, H Cui, L Liu - Journal of Power Sources, 2021‏ - Elsevier
Lithium-ion batteries (LIBs) has seen widespread applications in a variety of fields like the
renewable penetration, electrified transportation, and portable electronics. A reliable battery …

Artificial intelligence driven hydrogen and battery technologies–A review

AS Ramesh, S Vigneshwar, S Vickram, S Manikandan… - Fuel, 2023‏ - Elsevier
The world has recognized the importance of renewable energy and is moving towards a
rapid transition to renewable energy and energy efficiency. Advances in electrolysis and …

Energy management and optimization methods for grid energy storage systems

RH Byrne, TA Nguyen, DA Copp, BR Chalamala… - IEEE …, 2017‏ - ieeexplore.ieee.org
Today, the stability of the electric power grid is maintained through real time balancing of
generation and demand. Grid scale energy storage systems are increasingly being …

Critical review and functional safety of a battery management system for large-scale lithium-ion battery pack technologies

KW See, G Wang, Y Zhang, Y Wang, L Meng… - International Journal of …, 2022‏ - Springer
The battery management system (BMS) is the main safeguard of a battery system for electric
propulsion and machine electrification. It is tasked to ensure reliable and safe operation of …

A review on battery management system from the modeling efforts to its multiapplication and integration

M Shen, Q Gao - International Journal of Energy Research, 2019‏ - Wiley Online Library
Progress in battery technology accelerates the transition of battery management system
(BMS) from a mere monitoring unit to a multifunction integrated one. It is necessary to …

State-of-charge estimation for lithium-ion batteries using neural networks and EKF

M Charkhgard, M Farrokhi - IEEE transactions on industrial …, 2010‏ - ieeexplore.ieee.org
This paper presents a method for modeling and estimation of the state of charge (SOC) of
lithium-ion (Li-Ion) batteries using neural networks (NNs) and the extended Kalman filter …