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 …

Kalman filtering techniques for the online model parameters and state of charge estimation of the Li-ion batteries: A comparative analysis

M Hossain, ME Haque, MT Arif - Journal of Energy Storage, 2022 - Elsevier
The state of charge (SoC) is the most commonly used performance indicator of battery used
in various applications. A chronic erroneous estimation of battery SoC may result in constant …

State of charge estimation of lithium-ion battery for electric vehicles using machine learning algorithms

V Chandran, CK Patil, A Karthick… - World Electric Vehicle …, 2021 - mdpi.com
The durability and reliability of battery management systems in electric vehicles to forecast
the state of charge (SoC) is a tedious task. As the process of battery degradation is usually …

A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

MA Hannan, MSH Lipu, A Hussain… - … and Sustainable Energy …, 2017 - Elsevier
Due to increasing concerns about global warming, greenhouse gas emissions, and the
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …

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 …

Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

SM Rezvanizaniani, Z Liu, Y Chen, J Lee - Journal of power sources, 2014 - Elsevier
As hybrid and electric vehicle technologies continue to advance, car manufacturers have
begun to employ lithium ion batteries as the electrical energy storage device of choice for …

The state of charge estimating methods for battery: A review

WY Chang - International Scholarly Research Notices, 2013 - Wiley Online Library
An overview of new and current developments in state of charge (SOC) estimating methods
for battery is given where the focus lies upon mathematical principles and practical …

A comprehensive review of battery state of charge estimation techniques

MU Hassan, S Saha, ME Haque, S Islam… - Sustainable Energy …, 2022 - Elsevier
Battery energy storage systems are becoming an integral part of the modern power grid,
mainly to maximise the utilisation of renewable energy sources and negate the intermittence …

State of charge estimation with the adaptive unscented Kalman filter based on an accurate equivalent circuit model

X Lin, Y Tang, J Ren, Y Wei - Journal of Energy Storage, 2021 - Elsevier
The accurate estimation of the state of charge (SOC) plays an important role in optimizing
the energy management of electric vehicles. To improve the estimation accuracy of SOC …

Battery monitoring and prognostics optimization techniques: challenges and opportunities

C Semeraro, M Caggiano, AG Olabi, M Dassisti - Energy, 2022 - Elsevier
In recent years, many researchers have been conducted on batteries' health monitoring and
prognostics, mainly focusing on the batteries' state of charge (SOC). Accurately estimating …