Review on technological advancement of lithium-ion battery states estimation methods for electric vehicle applications

P Shrivastava, PA Naidu, S Sharma… - Journal of Energy …, 2023 - Elsevier
Due to the dynamic and non-linear behavior of lithium-ion battery (LIB) states, the accuracy
of state estimation proportionally impacts the performance of the battery management …

Comprehensive review of battery state estimation strategies using machine learning for battery Management Systems of Aircraft Propulsion Batteries

T Raoofi, M Yildiz - Journal of Energy Storage, 2023 - Elsevier
The battery-powered propulsion system is introduced in the literature as a suitable solution
for the CO 2 emission challenge induced by aviation. However, because of design and …

Application of electrochemical impedance spectroscopy to degradation and aging research of lithium-ion batteries

W Hu, Y Peng, Y Wei, Y Yang - The Journal of Physical Chemistry …, 2023 - ACS Publications
An in-depth understanding of battery degradation and aging in-Operando not only plays a
vital role in the design of battery managing systems but also helps to ensure safe use and …

Influence of lithium plating on lithium-ion battery aging at high temperature

J Liu, Y Zhang, J Bai, L Zhou, Z Wang - Electrochimica Acta, 2023 - Elsevier
Lithium plating is an important issue for lithium-ion battery safety and cycle life that can be
caused by cycle at low temperature. In this study, we investigated battery aging over an …

Screening of retired batteries with gramian angular difference fields and ConvNeXt

M Lin, J Wu, J Meng, W Wang, J Wu - Engineering Applications of Artificial …, 2023 - Elsevier
With the rapid development of electric vehicles, the second usage of retired batteries
becomes a key issue. The accuracy of existing screening methods for retired batteries is …

Aging behavior and mechanisms of lithium-ion battery under multi-aging path

J Liu, L Zhou, Y Zhang, J Wang, Z Wang - Journal of Cleaner Production, 2023 - Elsevier
Local lithium plating significantly affects battery safety and cycle life. This study investigated
the aging of lithium-ion batteries (LIBs) cycled at low temperatures after high-temperature …

Research on outdoor mobile music speaker battery management algorithm based on dynamic redundancy

X Yu, Y Li, X Li, L Wang, K Wang - Technologies, 2023 - mdpi.com
In terms of the battery management system of a mobile music speaker, reliability
optimization has always been an important topic. This paper proposes a new dynamic …

Comparative analysis of data-driven electric vehicle battery health models across different operating conditions

R Kumar, K Das, A Krishna - Energy, 2024 - Elsevier
The work covers the development of a data-driven algorithm and computes the performance
of learning models for lithium-ion battery state of health (SOH) estimation. A wide range of …

A hybrid approach to predict battery health combined with attention-based transformer and online correction

R Xu, Y Wang, Z Chen - Journal of Energy Storage, 2023 - Elsevier
The lithium-ion battery is an important part of green energy systems, and battery aging will
lead to the degraded performance of energy storage systems (ESSs). Therefore, accurate …

Experimental research on thermal-electrical behavior and mechanism during external short circuit for LiFePO4 Li-ion battery

Z An, Y Zhao, X Du, T Shi, D Zhang - Applied Energy, 2023 - Elsevier
External short circuit is a common phenomenon triggering thermal runaway in Li-ion battery.
In this research, the electrical and thermal characteristics of the Li-ion battery under different …