Côd QR

State of Health Estimation Procedure for Lithium-Ion Batteries Using Partial Discharge Data and Support Vector Regression

Battery aging is a complex phenomenon, and precise state of health (SoH) monitoring is essential for effective battery management. This paper presents a data-driven method for SoH estimation based on support vector regression (SVR), utilizing features built from both full and partial discharge capac...

Disgrifiad llawn

Wedi'i Gadw mewn:
Prif Awduron: Emil Petkovski, Iacopo Marri, Loredana Cristaldi, Marco Faifer
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2023-12-01
Cyfres:Energies
Pynciau:
lithium-ion battery
battery degradation
prognostics
machine learning
SoH
Mynediad Ar-lein:https://www.mdpi.com/1996-1073/17/1/206
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg