Advanced Data-Driven Fault Diagnosis in Lithium-Ion Battery Management Systems for Electric Vehicles: Progress, Challenges, and Future Perspectives

MGM Abdolrasol, A Ayob, MSH Lipu, S Ansari… - eTransportation, 2024 - Elsevier
Hazards in electric vehicles (EVs) often stem from lithium-ion battery (LIB) packs during
operation, aging, or charging. Robust early fault diagnosis algorithms are essential for …

[HTML][HTML] Quantification of venting behavior of cylindrical lithium-ion and sodium-ion batteries during thermal runaway

Y Fedoryshyna, S Schaeffler, J Soellner, EI Gillich… - Journal of Power …, 2024 - Elsevier
Understanding the thermal runaway behavior of batteries is essential for designing safe
battery systems. This study investigates thermal runaway behavior of cylindrical nickel-rich …

First Experimental Assessment of All-Solid-State Battery Thermal Runaway Propagation in a Battery Pack

N Darmet, J Charbonnel, M Reytier… - ACS Applied Energy …, 2024 - ACS Publications
All-solid-state-battery (ASSB) safety has rarely been studied at the cell scale. The first results
underline that safety is improbable and should be investigated further. To the best of our …

Characterization of pristine and aged NMC lithium-ion battery thermal runaway using ARC experiments coupled with optical techniques

A García, J Monsalve-Serrano… - Applied Thermal …, 2024 - Elsevier
Battery thermal runaway (TR) challenges battery applications due to safety considerations,
potentially endangering consumers. Understanding the process is crucial to defining first …

[HTML][HTML] In situ measurement and modeling of internal thermal runaway propagation within lithium-ion cells under local overheating conditions

S Schaeffler, A Jossen - Journal of Power Sources, 2024 - Elsevier
Understanding internal processes before and during thermal runaway (TR) is essential for
designing safe battery systems. This study aims to experimentally investigate and model the …

Predicting the heat release variability of Li-ion cells under thermal runaway with few or no calorimetry data

K Masalkovaitė, P Gasper, DP Finegan - Nature Communications, 2024 - nature.com
Accurate measurement of the variability of thermal runaway behavior of lithium-ion cells is
critical for designing safe battery systems. However, experimentally determining such …

Enhancing battery durable operation: Multi-fault diagnosis and safety evaluation in series-connected lithium-ion battery systems

Y Zhao, J Deng, P Liu, L Zhang, D Cui, Q Wang, Z Sun… - Applied Energy, 2025 - Elsevier
Precise fault identification and evaluation of battery systems are indispensably required to
facilitate safe and durable operation for electric vehicles. With the core objective of …

Investigating the effect of packing format on LiNixCoyMnzO2 lithium-ion battery failure behavior based on multidimensional signals

K Li, Y Yang, D Raymand, X Gao, W Zhang… - Journal of Power …, 2024 - Elsevier
Prismatic and pouch packaging formats are commonly used in LiNi x Co y Mn z O 2 (NCM)
batteries for electric vehicles, each showing distinct failure dynamics. However, a …

Investigating thermal runaway dynamics and integrated safety mechanisms of micro-batteries using high-speed X-ray imaging

M Fransson, L Broche, HT Reid, D Patel, A Rack… - Applied Energy, 2024 - Elsevier
Prevention and mitigation of hazardous battery failure scenarios can be achieved through
the integration of different safety systems. These mechanisms are routinely evaluated post …

Experimental and modeling study on thermal runaway of battery system considering gas eruption

K Shen, W Chen, X Feng, C Jin, Y Zheng, X Lai… - Journal of Energy …, 2024 - Elsevier
The spread of thermal runaway is one of the important reasons restricting the popularity of
electric vehicles. A comprehensive thermal runaway propagation and eruption model of …