Battery technologies and functionality of battery management system for EVs: Current status, key challenges, and future prospectives

M Waseem, M Ahmad, A Parveen, M Suhaib - Journal of Power Sources, 2023 - Elsevier
Research and development towards electric vehicles (EVs) are getting exclusive attention
because of their eco-friendly nature, suppression of petroleum products, greener transport …

Towards a smarter battery management system for electric vehicle applications: A critical review of lithium-ion battery state of charge estimation

MU Ali, A Zafar, SH Nengroo, S Hussain, M Junaid Alvi… - Energies, 2019 - mdpi.com
Energy storage system (ESS) technology is still the logjam for the electric vehicle (EV)
industry. Lithium-ion (Li-ion) batteries have attracted considerable attention in the EV …

Lithium-ion battery pack robust state of charge estimation, cell inconsistency, and balancing

M Naguib, P Kollmeyer, A Emadi - Ieee Access, 2021 - ieeexplore.ieee.org
Lithium-Ion battery packs are an essential component for electric vehicles (EVs). These
packs are configured from hundreds of series and parallel connected cells to provide the …

Review on state of charge estimation techniques of lithium-ion batteries: A control-oriented approach

N Ghaeminezhad, Q Ouyang, J Wei, Y Xue… - Journal of Energy …, 2023 - Elsevier
Energy storage has become one of the most critical issues of modern technology. In this
regard, lithium-ion batteries have proven effective as an energy storage option. To optimize …

Dynamic adaptive square-root unscented Kalman filter and rectangular window recursive least square method for the accurate state of charge estimation of lithium-ion …

S Liu, D Deng, S Wang, W Luo… - Journal of Energy …, 2023 - Elsevier
Building an accurate battery model and realizing a high-precision state of charge (SOC)
estimation is the key to ensuring the safe and efficient operation of electric vehicles. In this …

[HTML][HTML] An Electric Vehicle Battery and Management Techniques: Comprehensive Review of Important Obstacles, New Advancements, and Recommendations

M Waseem, GS Lakshmi, E Sreeshobha… - Energy Storage and …, 2024 - Elsevier
The challenges that electric vehicles (EVs) must overcome today include the high cost of
batteries, poor specific energy, and ineffectiveness in estimating the state of batteries using …

[HTML][HTML] Energy storage technology and its impact in electric vehicle: Current progress and future outlook

M Waseem, GS Lakshmi, M Ahmad, M Suhaib - Next Energy, 2025 - Elsevier
The desirable characteristics of an energy storage system (ESS) to fulfill the energy
requirement in electric vehicles (EVs) are high specific energy, significant storage capacity …

State of charge estimation of lithium-ion batteries: Comparison of GRU, LSTM, and temporal convolutional deep neural networks

M Naguib, PJ Kollmeyer… - 2023 IEEE Transportation …, 2023 - ieeexplore.ieee.org
Accurate state of charge (SOC) estimation of lithium-ion batteries (LIBs) is essential to
ensure safe and reliable battery operation. A simple way to obtain the SOC is by integrating …

Online State-of-Charge Estimation Based on the Gas–Liquid Dynamics Model for Li(NiMnCo)O2 Battery

H Jiang, X Chen, Y Liu, Q Zhao, H Li, B Chen - Energies, 2021 - mdpi.com
Accurately estimating the online state-of-charge (SOC) of the battery is one of the crucial
issues of the battery management system. In this paper, the gas–liquid dynamics (GLD) …

State Estimation and Cell Balancing for Lithium‐Ion Batteries Powering Electrical Vehicles: A Comprehensive Review

AK Sharma, SS Letha, P Syal… - Smart Electric and …, 2025 - Wiley Online Library
Vehicles powered by petrol and diesel are key contributors to the increasing carbon
emissions and rising global temperatures. Consumer preference is shifting toward electric …