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Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook
Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …
tremendously to address the carbon emissions and global warming issues. The …
Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures
Lithium (Li)-ion batteries have become the mainstream energy storage solution for many
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …
A review of second-life lithium-ion batteries for stationary energy storage applications
The large-scale retirement of electric vehicle traction batteries poses a huge challenge to
environmental protection and resource recovery since the batteries are usually replaced …
environmental protection and resource recovery since the batteries are usually replaced …
A review of lithium-ion battery fault diagnostic algorithms: Current progress and future challenges
The usage of Lithium-ion (Li-ion) batteries has increased significantly in recent years due to
their long lifespan, high energy density, high power density, and environmental benefits …
their long lifespan, high energy density, high power density, and environmental benefits …
A review on thermal runaway warning technology for lithium-ion batteries
D Hu, S Huang, Z Wen, X Gu, J Lu - Renewable and Sustainable Energy …, 2024 - Elsevier
Lithium-ion batteries occupy a place in the field of transportation and energy storage due to
their high-capacity density and environmental friendliness. However, thermal runaway …
their high-capacity density and environmental friendliness. However, thermal runaway …
Fault diagnosis method for lithium-ion batteries in electric vehicles based on isolated forest algorithm
J Jiang, T Li, C Chang, C Yang, L Liao - Journal of Energy Storage, 2022 - Elsevier
Electric vehicle safety accidents caused by Lithium-ion (Li-ion) batteries failures are
numerous in recent years. The voltage data of a faulty battery will have abnormal changes …
numerous in recent years. The voltage data of a faulty battery will have abnormal changes …
[HTML][HTML] Critical review of intelligent battery systems: Challenges, implementation, and potential for electric vehicles
L Komsiyska, T Buchberger, S Diehl, M Ehrensberger… - Energies, 2021 - mdpi.com
This review provides an overview of new strategies to address the current challenges of
automotive battery systems: Intelligent Battery Systems. They have the potential to make …
automotive battery systems: Intelligent Battery Systems. They have the potential to make …
[HTML][HTML] A review on the fault and defect diagnosis of lithium-ion battery for electric vehicles
B Zou, L Zhang, X Xue, R Tan, P Jiang, B Ma, Z Song… - Energies, 2023 - mdpi.com
The battery system, as the core energy storage device of new energy vehicles, faces
increasing safety issues and threats. An accurate and robust fault diagnosis technique is …
increasing safety issues and threats. An accurate and robust fault diagnosis technique is …
A fault diagnosis method for electric vehicle power lithium battery based on wavelet packet decomposition
This paper proposes a fault diagnosis method for electric vehicle power lithium battery
based on wavelet packet decomposition. Firstly, the original voltage signal is decomposed …
based on wavelet packet decomposition. Firstly, the original voltage signal is decomposed …
Voltage fault diagnosis of a power battery based on wavelet time-frequency diagram
A fault diagnosis method for electric vehicle power batteries based on a time-frequency
diagram is proposed. First, the original voltage signal is decomposed by improved …
diagram is proposed. First, the original voltage signal is decomposed by improved …