Results 11 to 20 of about 8,916,335 (397)

State of Health Assessment for Lithium-Ion Batteries Using Incremental Energy Analysis and Bidirectional Long Short-Term Memory

open access: yesWorld Electric Vehicle Journal, 2023
The state of health (SOH) of a lithium ion battery is critical to the safe operation of such batteries in electric vehicles (EVs). However, the regeneration phenomenon of battery capacity has a significant impact on the accuracy of SOH estimation.
Yanmei Li   +3 more
doaj   +1 more source

A Battery Health Monitoring Method Using Machine Learning: A Data-Driven Approach

open access: yesEnergies, 2020
Batteries are combinations of electrochemical cells that generate electricity to power electrical devices. Batteries are continuously converting chemical energy to electrical energy, and require appropriate maintenance to provide maximum efficiency ...
Shehzar Shahzad Sheikh   +6 more
doaj   +1 more source

Online identification of battery model parameters and joint state of charge and state of health estimation using dual particle filter algorithms

open access: yesInternational Journal of Energy Research, 2022
Aiming at the problems of time‐varying battery parameters and inaccurate estimations of state of charge (SOC) and state of health (SOH), a joint estimation algorithm of SOC and SOH is proposed.
Yonghong Xu   +10 more
semanticscholar   +1 more source

A deep learning approach for state-of-health estimation of lithium-ion batteries based on differential thermal voltammetry and attention mechanism

open access: yesFrontiers in Energy Research, 2023
Accurate estimation of the State of Health (SOH) of lithium-ion batteries is crucial for ensuring their safe and reliable operation. Data-driven methods have shown excellent performance in estimating SOH, but obtaining high-quality and strongly ...
Bosong Zou   +9 more
doaj   +1 more source

A Fast Estimation Algorithm for State of Health of Lithium-ion Battery Modules Based on Lorenz Plot

open access: yesElectrochemistry, 2023
Accurate battery state of health (SOH) assessment is one of the keys to the safe and stable operation of battery systems. A novel fast SOH evaluation method for lithium-ion battery modules is proposed based on Lorenz plot (LP). The average Lorenz radius (
Xiankui WEN   +5 more
doaj   +1 more source

State-of-Charge Balancing of Lithium-Ion Batteries With State-of-Health Awareness Capability

open access: yesIEEE transactions on industry applications, 2021
A state-of-charge (SOC) balancing method which accounts for state-of-health (SOH) status of battery cells is presented in this article. The data collected from aging experiments conducted in the laboratory indicates that there is correlation between the ...
Zhiyong Xia, J. A. Abu Qahouq
semanticscholar   +1 more source

Machine Learning Applied to Electrified Vehicle Battery State of Charge and State of Health Estimation: State-of-the-Art

open access: yesIEEE Access, 2020
The growing interest and recent breakthroughs in artificial intelligence and machine learning (ML) have actively contributed to an increase in research and development of new methods to estimate the states of electrified vehicle batteries.
Carlos Vidal   +3 more
semanticscholar   +1 more source

Innovation sustainability in challenging health-care contexts : embedding clinically led change in routine practice [PDF]

open access: yes, 2012
The need for organizational innovation as a means of improving health-care quality and containing costs is widely recognized, but while a growing body of research has improved knowledge of implementation, very little has considered the challenges ...
Davies B   +9 more
core   +1 more source

Online State-of-Health Estimation for NMC Lithium-Ion Batteries Using an Observer Structure

open access: yesBatteries, 2023
State-of-health (SoH) estimation is one of the key tasks of a battery management system, (BMS) as battery aging results in capacity- and power fade that must be accounted for by the BMS to ensure safe operation over the battery’s lifetime. In this study,
Jan Neunzling   +4 more
doaj   +1 more source

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