The state of health (SOH) estimation plays an important role in kee** the safe and stable
operation of lithium-ion battery management system (BMS). To solve the problem of low …

The state of health for lithium battery is necessary to ensure the reliability and safety for
battery energy storage system. Accurate prediction battery state of health plays an extremely …

The state of health (SOH) and remaining useful lifetime (RUL) estimation are important
parameters for battery health forecasting as they reflect the health condition of battery and …

Accurate estimation of state of health (SOH) is crucial for battery management system in
ensuring the reliability and safety for system operation. For SOH estimation, the model …

At present, the rapid development of new energy sources makes lithium‐ion batteries (LIBs)
widely used, but LIBs will inevitably age during using. State of health (SOH) is a direct …

The accurate and efficient estimation of battery state-of-health (SoH) is an ever-significant
issue for applications of lithium-ion batteries (LIBs). Physics-of-failure (PoF) and machine …

Incremental capacity analysis (ICA) has been widely employed to investigate the
degradation mechanism and perform the capacity estimation of lithium-ion batteries …

Abstract The SOH (State of Health) of lithium-ion batteries is an important feature that
characterizes the reliable operation of energy storage systems. In this study, according to the …

Lithium-ion battery (LIB) capacity degradation prediction plays an important role in the
prediction of battery health degradation. Accurate prediction of its capacity can guide battery …

This paper proposes a fusion model based on the autoregressive moving average (ARMA)
model and Elman neural network (NN) to achieve accurate prediction for the state of health …