Vehicle electrification has been proven to be an efficient way to reduce carbon dioxide
emissions and solve the energy crisis. Lithium-ion batteries (LiBs) are considered the …

High energy density has made Li-ion battery become a reliable energy storage technology
for transport-grid applications. Safely disposing batteries that below 80% of their nominal …

Abstract In recent years, Artificial Intelligence has been widely used for determining the
current state of Li-ion batteries used for Electric Vehicle applications. It is crucial to have an …

With the increasing application of lithium-ion batteries, accurate estimation of the state of
health (SOH) of lithium-ion batteries is of great significance for the safe operation of lithium …

Prognostics and health management (PHM) has emerged as a vital research discipline for
optimizing the maintenance of operating systems by detecting health degradation and …

Abstract State-of-charge (SOC) is critical to the safe operation and energy management of
electric vehicles. Data-driven SOC estimation algorithms all require a period of data to …

Accurate state of health (SOH) estimation for lithium-ion batteries is crucial to ensure the
safety and reliability of electric vehicles. However, traditional neural network algorithms to …

Lithium-ion batteries, growing in prominence within energy storage systems, necessitate
rigorous health status management. Artificial Neural Networks, adept at deciphering …

Lithium-ion batteries have achieved dominance in energy storage systems. Meanwhile,
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …

State of health (SOH) estimation is critical to the safety of battery systems in real-world
electric vehicles. Accurate battery health status is difficult to be measured during dynamic …