[HTML][HTML] Overview of batteries and battery management for electric vehicles

W Liu, T Placke, KT Chau - Energy Reports, 2022 - Elsevier
Popularization of electric vehicles (EVs) is an effective solution to promote carbon neutrality,
thus combating the climate crisis. Advances in EV batteries and battery management …

[HTML][HTML] Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

A Theissler, J Pérez-Velázquez, M Kettelgerdes… - Reliability engineering & …, 2021 - Elsevier
Recent developments in maintenance modelling fueled by data-based approaches such as
machine learning (ML), have enabled a broad range of applications. In the automotive …

Concept review of a cloud-based smart battery management system for lithium-ion batteries: Feasibility, logistics, and functionality

MK Tran, S Panchal, TD Khang, K Panchal, R Fraser… - Batteries, 2022 - mdpi.com
Energy storage plays an important role in the adoption of renewable energy to help solve
climate change problems. Lithium-ion batteries (LIBs) are an excellent solution for energy …

Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook

MSH Lipu, MA Hannan, TF Karim, A Hussain… - Journal of Cleaner …, 2021 - Elsevier
Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …

Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications

Q Yu, C Wang, J Li, R **ong, M Pecht - ETransportation, 2023 - Elsevier
Lithium-ion batteries are the ideal energy storage device for numerous portable and energy
storage applications. Efficient fault diagnosis methods become urgent to address safety …

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

R **ong, W Sun, Q Yu, F Sun - Applied Energy, 2020 - Elsevier
Due to the limited capacity and voltage of single battery cell, the battery system for electric
vehicles often consists of hundreds or thousands of single cells in series and parallel …

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 …

A review on passive and active strategies of enhancing the safety of lithium-ion batteries

Y Qiu, F Jiang - International Journal of Heat and Mass Transfer, 2022 - Elsevier
Lithium-ion battery (LIB) becomes the dominant candidate for electric vehicles (EVs) and
energy storage systems (ESSs); nevertheless, as its popularization, the number of safety …

A review of early warning methods of thermal runaway of lithium ion batteries

D Kong, H Lv, P **, G Wang - Journal of Energy Storage, 2023 - Elsevier
Lithium-ion batteries (LIBs) are booming in the field of energy storage due to their
advantages of high specific energy, long service life and so on. However, thermal runaway …