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David Muñoz-Torrero

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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99

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0

Scholarly Papers (2)

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1.

Health Estimation and Fault Prevention on Lithium-Ion Batteries using Supervised Machine Learning

Number of pages: 32 Posted: 20 Nov 2025
Gabriel Leite, Jorge Pérez-Aracil, Carolina Gil Marcelino, David Muñoz-Torrero, Milan Prodanovic, Jesus Palma, Sergio Pinilla, Enrique García-Quismondo, Silvia Jiménez-Fernández and Sancho Salcedo-Sanz
Universidade Federal do Rio de Janeiro (UFRJ), University of Alcala, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Alcala and University of Alcala
Downloads 61 (951,658)

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Lithium-ion battery, SOH estimation, Regression model, Machine learning, Cycle-ahead prediction

2.

A Novel Doyle-Fuller-Newman Battery Model Formulation for Online Parameter Estimation

Number of pages: 37 Posted: 15 Jul 2025
Davide Gotti, Milan Prodanovic, Sergio Pinilla, David Muñoz-Torrero, Enrique García-Quismondo and Jesus Palma
Charles III University of Madrid, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,209,354)

Abstract:

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Lithium-ion battery, Doyle-Fuller-Newman model, parameter estimation, reaction rate constants, unscented Kalman filter