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

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

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 machine (PL-ELM) algorithm is analyzed in this pape...

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Bibliographic Details
Main Authors: Ethelbert Ezemobi, Andrea Tonoli, Mario Silvagni
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
state of health
parallel layer extreme learning machine
artificial intelligence
improved generalization
automotive
hybrid vehicles
Online Access:https://www.mdpi.com/1996-1073/14/8/2243

Internet

https://www.mdpi.com/1996-1073/14/8/2243

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