Battery modeling has become increasingly important with the intensive development of Li‐
ion batteries (LIBs). The porous electrode model, relating battery performances to the …

A comprehensive understanding of lithium-ion battery (LiB) lifespan is the key to designing
durable batteries and optimizing use protocols. Although battery lifetime prediction methods …

To ensure the stable, reliable, and safe operation of lithium-ion batteries, the state of health
(SOH) serves as a crucial basis for battery safety monitoring and operational maintenance …

Electric vertical takeoff and landing (EVTOL) aircraft have high power and energy
requirements that must be understood throughout their batteries' life. Using a fast …

Porous electrode theory (PET) is widely used to model battery dynamics by describing
electrochemical kinetics and transport in solid particles and electrolyte. Standard PET …

Accurate life prediction and reliability evaluation of lithium-ion batteries are of great
significance for predictive maintenance. In the whole life cycle of a battery, the accurate …

Electrochemical models can characterize the internal behavior of cells and are powerful and
effective tools for the design and management of batteries. This study proposes a …

Data selection is a practical technique for improving parameter estimation accuracy through
the strategic selection of information-rich data for use in the estimation algorithm. Traditional …

The concept of integrating physics-based and data-driven approaches has become popular
for modeling sustainable energy systems. However, the existing literature mainly focuses on …

The design of fast charging protocols is fundamental to improving the performance and
lifetime of lithium-ion batteries. It is well-known that charging operations consistently …