Battery-based resources, such as electric vehicles and energy storage systems, are widely
used in various power service applications (PSAs). Battery degradation management is …

Effective thermal management is essential for ensuring the safety, performance, and
longevity of lithium-ion batteries across diverse applications, from electric vehicles to energy …

Accurately estimating the Remaining Useful Life (RUL) of lithium-ion batteries is crucial for
maintaining the safe and stable operation of rechargeable battery management systems …

The charging and discharging processes of lithiumion batteries are accompanied by
complex electrochemical behaviors that have long-lasting and irreversible effects on the …

Accurate prediction of the state of health (SOH) and remaining useful life (RUL) of batteries
is essential for ensuring their safe and stable operation. Given the strong correlation …

This study examines the use of neural network ensembles in adaptive control for electric
vehicle (EV) propulsion systems, using simulated data to evaluate their efficacy. The …

Batteries as a power source for Electric Train s have been considered due to a number of
advantages, including flexibility, reduced air and noise pollution, and lower operating costs …

Accurately predicting the capacity and remaining service life of lithium-ion batteries is crucial
for Battery Management Systems (BMS). However, during the aging process of batteries …

This paper proposes a deep learning model merging an enhanced Informer with LSTM to
estimate lithium-ion battery SOE amidst varying magnetic fields. The improved decoder …

The health status (State of Health, SOH) of lithium-ion batteries is crucial for ensuring their
safety and efficiency. With the rapid development of big data technology, traditional offline …