Results 11 to 20 of about 8,990,841 (346)

Battery State of Health Estimation with Improved Generalization Using Parallel Layer Extreme Learning Machine

open access: yesEnergies, 2021
The online estimation of battery state of health (SOH) is crucial to ensure the reliability of the energy supply in electric and hybrid vehicles. An approach for enhancing the generalization of SOH estimation using a parallel layer extreme learning ...
Ethelbert Ezemobi   +2 more
doaj   +1 more source

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 review on online state of charge and state of health estimation for lithium-ion batteries in electric vehicles

open access: yes, 2021
With electric vehicles (EVs) being widely accepted as a clean technology to solve carbon emissions in modern transportation, lithium-ion batteries (LIBs) have emerged as the dominant energy storage medium in EVs due to their superior properties, like ...
Z. Wang   +4 more
semanticscholar   +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

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

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

Lithium-Ion Battery State of Health Estimation Using Simple Regression Model Based on Incremental Capacity Analysis Features

open access: yesEnergies, 2023
Batteries are the core component of electric vehicles (EVs) and energy storage systems (ESSs), being crucial technologies contributing to carbon neutrality, energy security, power system reliability, economic efficiency, etc.
Kai-Rong Lin   +2 more
doaj   +1 more source

State of health estimation of cycle aged large format lithium-ion cells based on partial charging

open access: yesJournal of Energy Storage, 2022
Incremental capacity analysis (ICA) is a widely used method for assessing Li-ion battery state of health (SOH). The ICA method is typically applied to low C-rate charging or discharging, which is seldom feasible in online SOH estimation in real ...
Samppa Jenu   +3 more
semanticscholar   +1 more source

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