Transportation electrification is a promising solution to meet the ever-rising energy demand
and realize sustainable development. Lithium-ion batteries, being the most predominant …

Transportation electrification is gaining prominence as a significant pathway for reducing
emissions and enhancing environmental sustainability. Central to this shift are lithium-ion …

Online battery capacity estimation is a critical task for battery management system to
maintain the battery performance and cycling life in electric vehicles and grid energy storage …

Accurate state of health estimation and end of life prediction is critical for safe and reliable
operation of lithium-ion batteries. This paper proposes a deep Gaussian process algorithm …

Accurate monitoring of the internal statuses is highly valuable for the management of the
lithium-ion battery (LIB). This article proposes a thermal-model-based method for multistate …

As renewable energy sources, such as solar systems, are becoming more popular, the focus
is moving into more effective utilization of these energy sources and harvesting more energy …

Lithium-ion batteries are the most used these days for charging electric vehicles (EV). It is
important to study the aging of batteries because the deterioration of their characteristics …

Abstract Machine learning-based methods have shown great application prospects on the
capacity estimation of lithium-ion battery. However, most of extant approaches require …

Lithium-ion battery state of health (SOH) estimation technology is an important part of the
design of a battery monitoring system (BMS) for electric vehicles. People often use battery …

The accurate prognostics of the state-of-health (SOH) prediction of lithium-ion batteries are
significant for manufacturers and consumers to determine the failure and optimize the usage …