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 …

State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach

J Tian, R Xiong, W Shen, J Lu - Applied Energy, 2021 - Elsevier
State of charge (SOC) estimation constitutes a critical task of battery management systems.
Conventional SOC estimation methods designed for dynamic profiles have difficulties in …

A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model

X Gu, KW See, P Li, K Shan, Y Wang, L Zhao, KC Lim… - Energy, 2023 - Elsevier
Abstract State-of-health (SOH) estimation of lithium-ion batteries is crucial for ensuring the
reliability and safety of battery operation while keeping maintenance and service costs down …

A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter

C Jiang, S Wang, B Wu, C Fernandez, X Xiong… - Energy, 2021 - Elsevier
The control strategy of electric vehicles mainly depends on the power battery state-of-charge
estimation. One of the most important issues is the power lithium-ion battery state-of-charge …

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 …

A comprehensive review of state of charge estimation in lithium-ion batteries used in electric vehicles

V Selvaraj, I Vairavasundaram - Journal of Energy Storage, 2023 - Elsevier
In the recent era, Electric Vehicles (EVs) has been emerged as the top concern in the
automobile sector because of their eco-friendly nature. The application of Lithium-ion …

Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles

Y Zheng, M Ouyang, X Han, L Lu, J Li - Journal of Power Sources, 2018 - Elsevier
Sate of charge (SOC) estimation is generally acknowledged as one of the most important
functions in battery management system for lithium-ion batteries in new energy vehicles …

SoC estimation for lithium-ion batteries: Review and future challenges

JP Rivera-Barrera, N Muñoz-Galeano… - Electronics, 2017 - mdpi.com
Energy storage emerged as a top concern for the modern cities, and the choice of the lithium-
ion chemistry battery technology as an effective solution for storage applications proved to …

Fault prognosis of battery system based on accurate voltage abnormity prognosis using long short-term memory neural networks

J Hong, Z Wang, Y Yao - Applied Energy, 2019 - Elsevier
State prediction and fault prognosis are generating considerable interest regarding battery
system due to the healthy development momentum of electric vehicles. Voltage is one of the …

State of the art of lithium-ion battery SOC estimation for electrical vehicles

R Zhang, B Xia, B Li, L Cao, Y Lai, W Zheng, H Wang… - Energies, 2018 - mdpi.com
Sate of charge (SOC) accurate estimation is one of the most important functions in a battery
management system for battery packs used in electrical vehicles. This paper focuses on …