Research progress in fault detection of battery systems: a review
Numerous explorations have been made with the goal of achieving “carbon neutrality.”
Among them, lithium-ion batteries are an effective and efficient way to achieve this goal …
Among them, lithium-ion batteries are an effective and efficient way to achieve this goal …
Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook
Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …
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
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 …
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
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 …
vehicles often consists of hundreds or thousands of single cells in series and parallel …
A review of early warning methods of thermal runaway of lithium ion batteries
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 …
advantages of high specific energy, long service life and so on. However, thermal runaway …
Internal short circuit mechanisms, experimental approaches and detection methods of lithium-ion batteries for electric vehicles: A review
Energy security, environmental concerns, and the upgrading of automobile industry are the
driving trifecta of the rapid development of electric vehicles (EVs). Lithium-ion batteries …
driving trifecta of the rapid development of electric vehicles (EVs). Lithium-ion batteries …
Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures
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 …
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …
Research on electric vehicle charging safety warning model based on back propagation neural network optimized by improved gray wolf algorithm
L Zhang, T Gao, G Cai, KL Hai - Journal of Energy Storage, 2022 - Elsevier
New energy vehicles have become a global transportation development trend in order to
achieve considerable fuel consumption and carbon emission reductions. However, as the …
achieve considerable fuel consumption and carbon emission reductions. However, as the …
An intelligent fault diagnosis method for lithium battery systems based on grid search support vector machine
L Yao, Z Fang, Y **ao, J Hou, Z Fu - Energy, 2021 - Elsevier
For the safe operation of the electric vehicle, it is critical to quickly detect the safety state and
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …
Battery fault diagnosis for electric vehicles based on voltage abnormality by combining the long short-term memory neural network and the equivalent circuit model
D Li, Z Zhang, P Liu, Z Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Battery fault diagnosis is essential for ensuring safe and reliable operation of electric
vehicles. In this article, a novel battery fault diagnosis method is presented by combining the …
vehicles. In this article, a novel battery fault diagnosis method is presented by combining the …