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 …

The widespread growth of electric vehicles (EV) s has highlighted the need for effective
diagnostic and prognostic techniques for EV battery faults. Lately, deep learning (DL) …

Early-stage detection of the battery internal short circuit (ISC) can effectively prevent
batteries from fire-related accidents. However, it is technically challenging because the …

Battery technology plays a crucial role across various sectors, powering devices from
smartphones to electric vehicles and supporting grid-scale energy storage. To ensure their …

Detecting the internal short circuit (ISC) of Lithium-ion batteries is critically important for
preventing thermal runaway. Conventional approaches mainly focus on ISC detection for …

The diagnosis of internal short circuit (ISC) faults in lithium-ion batteries (LIBs) plays an
important role in improving battery safety and reducing the occurrence of fire and explosion …

In recent years, internal short circuits have frequently been the cause of safety accidents,
and traditional diagnosis methods for such problem have limitations that prevent their …

The diagnosis of an internal short circuit (ISC) fault is an integral part of thermal runaway
warning for lithium-ion batteries. A higher level of accuracy in ISC fault diagnosis needs an …

With the rapid evolution of electric vehicles (EVs), assuring the security and dependability of
battery packs has acquired paramount significance. Internal short circuit (ISC) within EV …

Short-circuit resistance progressively decreases during lithium-ion battery internal short-
circuit (ISC) evolution. Quick and accurate tracking of the severity of ISC faults remains a …