Accurate health estimation of massive battery packs and efficient optimization of data
storage have become major technical challenges with the development of big data …

This paper is a thorough and organized overview of the literature on the development of
mathematical models to evaluate aging and the necessity of machine learning techniques in …

Lithium-ion (Li-ion) batteries are widely used in portable electronic devices and electric
vehicles due to their high energy density and low self-discharge rate. Accurate modelling of …

Developing the remaining useful life (RUL) prediction technology for lithium-ion batteries
can effectively provide information for battery maintenance and diagnosis. Although there …

Utilizing energy storage capability of plug-in electric vehicles (PEVs) to integrate the surplus
energy from increasingly penetrated solar photovoltaics (PVs) is an ideal solution to the …