To deal with the indeterminacy of the renewable energy in power system, electrochemical
energy storage system is a promising solution for improving the flexibility of grid. As lithium …

Lithium-ion batteries (LIBs) have found wide applications in a variety of fields such as
electrified transportation, stationary storage and portable electronics devices. A battery …

摘要荷电状态(SOC) 的准确估计是电池管理系统的重要功能之一. 当前, 基于模型的方法是实现
锂离子电池SOC 估计最常用的解决方案. 相比于等效电路模型(ECM), 由于电化学模型(EM) …

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 …

With the widespread use of Lithium-ion (Li-ion) batteries in Electric Vehicles (EVs), Hybrid
EVs and Renewable Energy Systems (RESs), much attention has been given to Battery …

This study proposes an optimized random forest regression model to achieve online battery
prognostics and health management. To estimate the battery state of health (SOH), two …

This article proposes an information analysis-based multiple adaptive forgetting factors (FFs)
recursive least squares (IA-MAFF-RLS) method to identify model parameters of lithium-ion …

Battery impedance provides rich information that facilitates battery state estimation and
failure diagnosis, yet the current impedance measurement techniques are quite laborious …

Capturing the lifespan trajectory of lithium-ion (Li-ion) batteries in the early stage is critical
for the operation and maintenance of battery energy storage systems (BESSs). Recently …

State-of-charge (SOC) estimation of lithium-ion (Li-ion) batteries with good accuracy is of
critical importance for battery management systems. For the model-based methods, the …