Overview of lithium-ion battery modeling methods for state-of-charge estimation in electrical vehicles

J Meng, G Luo, M Ricco, M Swierczynski, DI Stroe… - Applied sciences, 2018 - mdpi.com
As a critical indictor in the Battery Management System (BMS), State of Charge (SOC) is
closely related to the reliable and safe operation of lithium-ion (Li-ion) batteries. Model …

xEV Li-ion battery low-temperature effects

C Vidal, O Gross, R Gu, P Kollmeyer… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The purpose of this paper is to review the recent literature regarding the effects of low
temperatures on Lithium ion (Li-ion) batteries for electric vehicle, plug-in hybrid electric …

Battery state-of-charge estimation amid dynamic usage with physics-informed deep learning

J Tian, R Xiong, J Lu, C Chen, W Shen - Energy Storage Materials, 2022 - Elsevier
Accurate estimation of state of charge (SOC) constitutes the basis to enable the reliable
operations of lithium-ion batteries. The recent development in deep learning provides an …

A novel fractional order model for state of charge estimation in lithium ion batteries

R Xiong, J Tian, W Shen, F Sun - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Battery 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 …

Lithium-ion batteries health prognosis considering aging conditions

A El Mejdoubi, H Chaoui, H Gualous… - … on Power Electronics, 2018 - ieeexplore.ieee.org
The prognosis and health management of lithium-ion batteries are extremely important
issues for operating performance as well as the cost of energy storage systems in vehicular …

A low-temperature internal heating strategy without lifetime reduction for large-size automotive lithium-ion battery pack

J Jiang, H Ruan, B Sun, L Wang, W Gao, W Zhang - Applied Energy, 2018 - Elsevier
To overcome the long-standing challenge of poor performance of large-size automotive
lithium-ion battery pack at low temperature, an internal self-heating strategy without lifetime …

A practical lithium-ion battery model for state of energy and voltage responses prediction incorporating temperature and ageing effects

K Li, F Wei, KJ Tseng, BH Soong - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The state of energy (SOE) is a key indicator for the energy optimization and management of
lithium-ion (Li-ion) battery-based energy storage systems in smart grid applications. To …

Enhanced Lithium-ion battery model considering critical surface charge behavior

R Xiong, J Huang, Y Duan, W Shen - Applied Energy, 2022 - Elsevier
Battery model is the basis of battery efficient and safe management. The widely used
equivalent circuit model (ECM) generally shows poor behavior in predicting battery terminal …

[HTML][HTML] The heating triangle: A quantitative review of self-heating methods for lithium-ion batteries at low temperatures

H Ruan, JV Barreras, M Steinhardt, A Jossen… - Journal of Power …, 2023 - Elsevier
Lithium-ion batteries at low temperatures have slow recharge times alongside reduced
available power and energy. Battery heating is a viable way to address this issue, and self …

A comprehensive model for lithium-ion batteries: From the physical principles to an electrical model

A Berrueta, A Urtasun, A Ursúa, P Sanchis - Energy, 2018 - Elsevier
The growing interest in e-mobility and the increasing installation of renewable energy-based
systems are leading to rapid improvements in lithium-ion batteries. In this context, battery …