Progress on the Fault Diagnosis Approach for Lithium-ion Battery Systems: Advances, Challenges, and Prospects

H Liu, L Zhang, L Li - Protection and Control of Modern Power …, 2024 - ieeexplore.ieee.org
Because of their advantages of high energy and power density, low self-discharge rate, and
long lifespan, lithium-ion batteries (LIBs) have been widely used in many applications such …

Battery safety issue detection in real-world electric vehicles by integrated modeling and voltage abnormality

D Li, L Zhang, Z Zhang, P Liu, J Deng, Q Wang… - Energy, 2023 - Elsevier
Detecting battery safety issues is essential to ensure safe and reliable operation of electric
vehicles (EVs). This paper proposes an enabling battery safety issue detection method for …

[HTML][HTML] Online diagnosis of soft internal short circuits in series-connected battery packs using modified kernel principal component analysis

M Schmid, C Endisch - Journal of Energy Storage, 2022 - Elsevier
Safe operation of large battery storage systems requires advanced fault diagnosis that is
able to detect faults and provide an early warning in the event of a fault. Since Internal Short …

Protection devices in commercial 18650 lithium-ion batteries

B Xu, L Kong, G Wen, MG Pecht - IEEE Access, 2021 - ieeexplore.ieee.org
18650 Lithium-ion batteries are wildly used as power sources for portable electronics
because of the standardized format and economical manufacturing cost. However …

Online learning predictive power coordinated control strategy for off-road hybrid electric vehicles considering the dynamic response of engine generator set

R Chen, C Yang, Y Ma, W Wang, M Wang, X Du - Applied Energy, 2022 - Elsevier
For off-road hybrid electric vehicles (HEV), due to the variability of road environments and
the dynamic and deferred response characteristic of the engine generator set (EGS) for off …

Review of abnormality detection and fault diagnosis methods for lithium-ion batteries

X Liu, M Wang, R Cao, M Lyu, C Zhang, S Li, B Guo… - Automotive …, 2023 - Springer
Electric vehicles are developing prosperously in recent years. Lithium-ion batteries have
become the dominant energy storage device in electric vehicle application because of its …

A novel hybrid battery thermal management system for prevention of thermal runaway propagation

Z Sun, Y Guo, C Zhang, H Xu, Q Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lithium-ion batteries (LiBs) are extensively used in electric vehicles (EVs) because of their
high energy density and long service life. Designing a battery thermal management system …

Internal short circuit detection for parallel-connected battery cells using convolutional neural network

N Yang, Z Song, MR Amini, H Hofmann - Automotive Innovation, 2022 - Springer
Reliable and timely detection of an internal short circuit (ISC) in lithium-ion batteries is
important to ensure safe and efficient operation. This paper investigates ISC detection of …

Long-sequence voltage series forecasting for internal short circuit early detection of lithium-ion batteries

B Cui, H Wang, R Li, L Xiang, J Du, H Zhao, S Li… - Patterns, 2023 - cell.com
Accurate early detection of internal short circuits (ISCs) is indispensable for safe and reliable
application of lithium-ion batteries (LiBs). However, the major challenge is finding a reliable …

A Novel Method for Lithium‐Ion Battery Fault Diagnosis of Electric Vehicle Based on Real‐Time Voltage

F Li, Y Min, Y Zhang - Wireless Communications and Mobile …, 2022 - Wiley Online Library
The cell faults of lithium‐ion batteries will lead to the atypical deterioration of battery
performance and even thermal runaway. In this paper, a novel fault diagnosis method for …