Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications
Abstract State-of-health (SOH) monitoring of lithium-ion batteries plays a key role in the
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
Remaining life prediction of lithium-ion batteries based on health management: A review
K Song, D Hu, Y Tong, X Yue - Journal of Energy Storage, 2023 - Elsevier
Lithium-ion battery remaining useful life (RUL) is an essential technology for battery
management, safety assurance and predictive maintenance, which has attracted the …
management, safety assurance and predictive maintenance, which has attracted the …
A comparative study of different features extracted from electrochemical impedance spectroscopy in state of health estimation for lithium-ion batteries
Battery state of health (SOH) estimation is a critical but challenging demand in advanced
battery management technologies. As an essential parameter, battery impedance contains …
battery management technologies. As an essential parameter, battery impedance contains …
Long short-term memory network with Bayesian optimization for health prognostics of lithium-ion batteries based on partial incremental capacity analysis
H Meng, M Geng, T Han - Reliability Engineering & System Safety, 2023 - Elsevier
Prognostics and health management (PHM) are developed to accurately estimate the state
of health (SOH) of lithium-ion batteries, which are crucial parts for planning the employment …
of health (SOH) of lithium-ion batteries, which are crucial parts for planning the employment …
State of charge estimation of lithium-ion battery for electric vehicles using machine learning algorithms
V Chandran, CK Patil, A Karthick… - World Electric Vehicle …, 2021 - mdpi.com
The durability and reliability of battery management systems in electric vehicles to forecast
the state of charge (SoC) is a tedious task. As the process of battery degradation is usually …
the state of charge (SoC) is a tedious task. As the process of battery degradation is usually …
Remaining useful life prediction for lithium-ion battery: A deep learning approach
Accurate prediction of remaining useful life (RUL) of lithium-ion battery plays an increasingly
crucial role in the intelligent battery health management systems. The advances in deep …
crucial role in the intelligent battery health management systems. The advances in deep …
A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction
P Guo, Z Cheng, L Yang - Journal of power sources, 2019 - Elsevier
Capacity degradation monitoring of lithium batteries is necessary to ensure the reliability
and safety of electric vehicles. However, capacity of cell is related to its complex internal …
and safety of electric vehicles. However, capacity of cell is related to its complex internal …
A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation
MA Patil, P Tagade, KS Hariharan, SM Kolake, T Song… - Applied energy, 2015 - Elsevier
Real-time prediction of remaining useful life (RUL) is an essential feature of a robust battery
management system (BMS). In this work, a novel method for real-time RUL estimation of Li …
management system (BMS). In this work, a novel method for real-time RUL estimation of Li …
On the feature selection for battery state of health estimation based on charging–discharging profiles
Correctly evaluating the health status of the battery is of great significance for ensuring the
safety of electric vehicles, and avoiding potential failures of electric vehicles. Recently, the …
safety of electric vehicles, and avoiding potential failures of electric vehicles. Recently, the …
Adaptive state of health estimation for lithium-ion batteries using impedance-based timescale information and ensemble learning
Accurate state of health (SOH) estimation is vital to ensure safe, reliable, and efficient
operation of lithium-ion batteries. Timescale information on internal kinetic processes is …
operation of lithium-ion batteries. Timescale information on internal kinetic processes is …