Battery Engineering Safety Technologies (BEST): Mechanisms, Modes, Metrics, Modelling and Mitigation
The increasing adoption of electric vehicles (EVs) has underscored the importance of lithium-
ion batteries (LIBs), which, however, pose inherent safety risks. These issues can escalate …
ion batteries (LIBs), which, however, pose inherent safety risks. These issues can escalate …
[HTML][HTML] Lithium-ion battery fundamentals and exploration of cathode materials: A review
AK Koech, G Mwandila, F Mulolani… - South African Journal of …, 2024 - Elsevier
Advances in cathode materials continue to drive the development of safer, more efficient,
and sustainable lithium-ion (Li-ion) batteries for various applications, including electric …
and sustainable lithium-ion (Li-ion) batteries for various applications, including electric …
Specialized convolutional transformer networks for estimating battery health via transfer learning
J Zhao, Z Wang - Energy Storage Materials, 2024 - Elsevier
Despite continuous advancements, modeling and predicting nonlinear, multiscale, and
multiphysics battery systems, which feature inherently inhomogeneous cascades of scales …
multiphysics battery systems, which feature inherently inhomogeneous cascades of scales …
[HTML][HTML] Artificial intelligence-driven real-world battery diagnostics
Addressing real-world challenges in battery diagnostics, particularly under incomplete or
inconsistent boundary conditions, has proven difficult with traditional methodologies such as …
inconsistent boundary conditions, has proven difficult with traditional methodologies such as …
Cross-material battery capacity estimation using hybrid-model fusion transfer learning
Evaluating battery health involves navigating the intricate interplay of physical, chemical,
and electrochemical processes across multiple scales—a task that becomes even more …
and electrochemical processes across multiple scales—a task that becomes even more …
[HTML][HTML] Vehicle choice modeling for emerging zero-emission medium-and heavy-duty vehicle markets in California
Medium-duty and heavy-duty vehicles (MHDVs) are major contributors to air pollution and
greenhouse gas emissions. California leads in transitioning towards zero-emission MHDVs …
greenhouse gas emissions. California leads in transitioning towards zero-emission MHDVs …
Predictive pretrained transformer (PPT) for real-time battery health diagnostics
Modeling and forecasting the evolution of battery systems involve complex interactions
across physical, chemical, and electrochemical processes, influenced by diverse usage …
across physical, chemical, and electrochemical processes, influenced by diverse usage …
Enhancing battery pack safety against cone impact using machine learning techniques and Gaussian noise
Q Zhang, S Han, AM Abed, A Basem… - Process Safety and …, 2024 - Elsevier
The increasing prevalence of electric vehicles underscores the need for enhanced battery
pack safety, particularly against impacts that can lead to thermal runaway and fires. This …
pack safety, particularly against impacts that can lead to thermal runaway and fires. This …
An exhaustive review of battery faults and diagnostic techniques for real-world electric vehicle safety
J Hong, F Liang, J Yang, S Du - Journal of Energy Storage, 2024 - Elsevier
Various abusive behaviors and working conditions can lead to battery faults or thermal
runaway, posing significant challenges to the safety, durability, and reliability of electric …
runaway, posing significant challenges to the safety, durability, and reliability of electric …
Advances in battery thermal management for electric vehicles: A comprehensive review of hybrid PCM-metal foam and immersion cooling technologies
One of the major challenges currently facing electric vehicles (EVs) is the effective thermal
management of their battery packs, which significantly impacts both battery performance and …
management of their battery packs, which significantly impacts both battery performance and …