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 …

Lithium-ion battery (LIB) becomes the dominant candidate for electric vehicles (EVs) and
energy storage systems (ESSs); nevertheless, as its popularization, the number of safety …

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 …

Prognostics for lithium-ion batteries is very critical in many industrial applications, and
accurate prediction of battery state of health (SOH) is of great importance for health …

The accurate diagnostic of internal short circuit (ISC) is critical to the safety of lithium-ion
battery (LIB), considering its consequence to disastrous thermal runaway. Motivated by this …

Electric vehicle safety accidents caused by Lithium-ion (Li-ion) batteries failures are
numerous in recent years. The voltage data of a faulty battery will have abnormal changes …

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 …

Battery fault diagnosis is crucial for stable, reliable, and safe operation of electric vehicles,
especially the thermal runaway early warning. Developing methods for early failure …

Abstract Model-based methods are widely used for the fault diagnosis of stochastic dynamic
systems by simply using the input–output relationship of the system. Despite encouraging …

随着新能源汽车保有量的增加, 新能源汽车安全问题日益突出, 严重威胁着驾乘人员的生命财产
安全, 制约了新能源汽车产业发展. 动力电池问题是新能源汽车着火事故发生的主要原因(占着火 …