Distal learning of the incremental capacity curve of a LiFePO4 battery

Sánchez, Luciano and Otero, José and González, Manuela and Anseán, David and Zülke, Alana A and Couso, Inés (2022) Distal learning of the incremental capacity curve of a LiFePO4 battery. Logic Journal of the IGPL, 30 (2). pp. 301-313. ISSN 1367-0751

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Abstract

Abstract An intelligent model of the incremental capacity (IC) curve of an automotive lithium-ferrophosphate battery is presented. The relative heights of the two major peaks of the IC curve can be acquired from high-current discharges, thus enabling the state of health estimation of the battery while the vehicle is being operated and in certain cases, aging mechanisms can be suggested. Our model has been validated using a large dataset (number of batteries) representing different degradation scenarios, obtained from a recently available open-source database.

Item Type:
Journal Article
Journal or Publication Title:
Logic Journal of the IGPL
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1200/1211
Subjects:
ID Code:
168217
Deposited By:
Deposited On:
31 Mar 2022 08:50
Refereed?:
Yes
Published?:
Published
Last Modified:
03 May 2022 03:32