Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures

X Hu, K Zhang, K Liu, X Lin, S Dey… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
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 …

[HTML][HTML] Recent advances in model-based fault diagnosis for lithium-ion batteries: A comprehensive review

Y Xu, X Ge, R Guo, W Shen - Renewable and Sustainable Energy Reviews, 2025 - Elsevier
Lithium-ion batteries (LIBs) have found wide applications in a variety of fields such as
electrified transportation, stationary storage and portable electronics devices. A battery …

Multi-fault detection and isolation for lithium-ion battery systems

K Zhang, X Hu, Y Liu, X Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Various faults in the lithium-ion battery system pose a threat to the performance and safety of
the battery. However, early faults are difficult to detect, and false alarms occasionally occur …

[图书][B] Introduction to diagnosis and fault-tolerant control

M Blanke, M Kinnaert, J Lunze, M Staroswiecki… - 2016 - Springer
Introduction to Diagnosis and Fault-Tolerant Control | SpringerLink Skip to main content
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Active model-based fault diagnosis in reconfigurable battery systems

M Schmid, E Gebauer, C Hanzl… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the increasing demand for electric vehicles, the interest in battery systems is growing. In
order to enable safe operation of these complex energy storage systems, methods of fault …

Sensor placement for fault diagnosis

M Krysander, E Frisk - … on Systems, Man, and Cybernetics-Part …, 2008 - ieeexplore.ieee.org
An algorithm is developed for computing which sensors to add to meet a diagnosis
requirement specification concerning fault detectability and fault isolability. The method is …

A combined data-driven and model-based residual selection algorithm for fault detection and isolation

D Jung, C Sundström - IEEE Transactions on Control Systems …, 2017 - ieeexplore.ieee.org
Selecting residual generators for detecting and isolating faults in a system is an important
step when designing model-based diagnosis systems. However, finding a suitable set of …

[HTML][HTML] Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points

D Garcia-Alvarez, A Bregon, B Pulido… - … Applications of Artificial …, 2023 - Elsevier
Fast and efficient fault monitoring and diagnostics methods are essential for fault diagnosis
and prognosis tasks in Health Monitoring Systems. These tasks are even more complicated …

Fault diagnosis for electric drive systems of electrified vehicles based on structural analysis

J Zhang, H Yao, G Rizzoni - IEEE Transactions on Vehicular …, 2016 - ieeexplore.ieee.org
Functional safety is of great importance for electric and hybrid electric vehicles (EV/HEVs).
One way to improve functional safety of EV/HEVs is to develop reliable and robust onboard …

Structural analysis in reconfigurable battery systems for active fault diagnosis

M Schmid, E Gebauer, C Endisch - IEEE Transactions on Power …, 2021 - ieeexplore.ieee.org
Conventional automotive battery systems consisting of a large number of battery cells pose
a variety of challenges in terms of safety, reliability, lifetime, and energy efficiency …