Summary of health-state estimation of lithium-ion batteries based on electrochemical impedance spectroscopy
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 …
health (SOH) of lithium-ion batteries is of great significance for the safe operation of lithium …
Battery prognostics and health management from a machine learning perspective
Transportation electrification is gaining prominence as a significant pathway for reducing
emissions and enhancing environmental sustainability. Central to this shift are lithium-ion …
emissions and enhancing environmental sustainability. Central to this shift are lithium-ion …
Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data
Accurate estimation of lithium-ion battery capacity is crucial for ensuring its safety and
reliability. While data-driven modelling is a common approach for capacity estimation …
reliability. While data-driven modelling is a common approach for capacity estimation …
“Knees” in lithium-ion battery aging trajectories
Lithium-ion batteries can last many years but sometimes exhibit rapid, nonlinear
degradation that severely limits battery lifetime. In this work, we review prior work on" knees" …
degradation that severely limits battery lifetime. In this work, we review prior work on" knees" …
Data-driven battery state of health estimation based on random partial charging data
The rapid development of battery technology has promoted the deployment of electric
vehicles (EVs). To ensure the healthy and sustainable development of EVs, it is urgent to …
vehicles (EVs). To ensure the healthy and sustainable development of EVs, it is urgent to …
Intelligent estimation on state of health of lithium-ion power batteries based on failure feature extraction
H Zuo, J Liang, B Zhang, K Wei, H Zhu, J Tan - Energy, 2023 - Elsevier
In order to provide an accurate and reliable effective state-of-health (SOH) estimation, a
novel hybrid data-driven estimation method by failure feature extraction is proposed. Firstly …
novel hybrid data-driven estimation method by failure feature extraction is proposed. Firstly …
Battery management strategies: An essential review for battery state of health monitoring techniques
SK Pradhan, B Chakraborty - Journal of energy storage, 2022 - Elsevier
To prevent probable battery failures and ensure safety, battery state of health evaluation is a
critical step. This study lays out a coherent literature review on battery health estimation …
critical step. This study lays out a coherent literature review on battery health estimation …
Multistage state of health estimation of lithium-ion battery with high tolerance to heavily partial charging
State of health (SOH) is critical to the management of lithium-ion batteries (LIBs) due to its
deep insight into health diagnostic and protection. However, the lack of complete charging …
deep insight into health diagnostic and protection. However, the lack of complete charging …
An adaptive capacity estimation approach for lithium-ion battery using 10-min relaxation voltage within high state of charge range
Capacity estimation is essential for battery health management during the whole lifecycle.
The data-driven technique has shown advanced performance in battery capacity estimation …
The data-driven technique has shown advanced performance in battery capacity estimation …
[HTML][HTML] A novel data-driven method for mining battery open-circuit voltage characterization
Lithium-ion batteries (LiB) are widely used in electric vehicles (EVs) and battery energy
storage systems, and accurate state estimation relying on the relationship between battery …
storage systems, and accurate state estimation relying on the relationship between battery …