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 …

Electrochemical impedance spectroscopy: A new chapter in the fast and accurate estimation of the state of health for lithium-ion batteries

M Zhang, Y Liu, D Li, X Cui, L Wang, L Li, K Wang - Energies, 2023 - mdpi.com
Highlights What are the main findings? Rapid acquisition technology of electrochemical
impedance spectroscopy. EIS was used to quickly and effectively estimate the SOH of LIBs …

Deep learning framework for lithium-ion battery state of charge estimation: Recent advances and future perspectives

J Tian, C Chen, W Shen, F Sun, R **ong - Energy Storage Materials, 2023 - Elsevier
Accurate state of charge (SOC) constitutes the basis for reliable operations of lithium-ion
batteries. The deep learning technique, a game changer in many fields, has recently …

A study on trends and developments in electric vehicle charging technologies

S Hemavathi, A Shinisha - Journal of energy storage, 2022 - Elsevier
The involvement of electric vehicles (EVs) is increasing over the past few years due to
several factors including the increasing emission of carbon dioxide (CO2), depletion of fossil …

Advanced battery management strategies for a sustainable energy future: Multilayer design concepts and research trends

H Dai, B Jiang, X Hu, X Lin, X Wei, M Pecht - Renewable and Sustainable …, 2021 - Elsevier
Lithium-ion batteries are promising energy storage devices for electric vehicles and
renewable energy systems. However, due to complex electrochemical processes, potential …

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 …

A review of fractional-order techniques applied to lithium-ion batteries, lead-acid batteries, and supercapacitors

C Zou, L Zhang, X Hu, Z Wang, T Wik, M Pecht - Journal of Power Sources, 2018 - Elsevier
Electrochemical energy storage systems play an important role in diverse applications, such
as electrified transportation and integration of renewable energy with the electrical grid. To …

Battery management strategies: An essential review for battery state of health monitoring techniques

SK Pradhan, B Chakraborty - Journal of energy storage, 2022 - Elsevier
To prevent probable battery failures and ensure safety, battery state of health evaluation is a
critical step. This study lays out a coherent literature review on battery health estimation …

An enhanced equivalent circuit model with real-time parameter identification for battery state-of-charge estimation

F Naseri, E Schaltz, DI Stroe… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article introduces an efficient modeling approach based on the Wiener structure to
reinforce the capacity of classical equivalent circuit models (ECMs) in capturing the …

Hybrid methods using neural network and Kalman filter for the state of charge estimation of lithium‐ion battery

Z Cui, J Dai, J Sun, D Li, L Wang… - … Problems in Engineering, 2022 - Wiley Online Library
With the increasing carbon emissions worldwide, lithium‐ion batteries have become the
main component of energy storage systems for clean energy due to their unique …