Flexible, manageable, and more efficient energy storage solutions have increased the
demand for electric vehicles. A powerful battery pack would power the driving motor of …

The wide application of lithium-ion batteries makes their lifecycle prognosis a challenging
and hot topic in the battery management research field. Feature extraction is a key step for …

An in-depth understanding of battery degradation and aging in-Operando not only plays a
vital role in the design of battery managing systems but also helps to ensure safe use and …

Accurately monitoring battery states over battery life plays a central role in building
intelligent battery management systems. This study proposes a flexible method using only …

Accurate state of health estimation of lithium-ion batteries is imperative for reliable and safe
operations of electric vehicles. This study presents a hybrid attention and deep learning …

The advancement of consumer electronics and electric vehicles requires heavy use of
energy sources, particularly in the form of rechargeable batteries. Although lithium-ion …

Batteries are vital energy storage carriers in industry and in our daily life. There is continued
interest in the developments of batteries with excellent service performance and safety …

There is a recognized need to forecast lithium-ion batteries' state of health (SOH) to
guarantee their safety and reliability. However, the selected health indicators highly …

Abstract State-of-charge (SOC) and state-of-health (SOH) play a key role in the safety and
reliability of batteries. To improve the real-time estimation accuracy of battery state, a novel …

Predicting, monitoring, and optimizing the performance and health of a battery system
entails a variety of complex variables as well as unpredictability in given conditions. Data …