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An electro-thermal model and its electrical parameters estimation procedure in a lithium-ion battery cell

Perez Estevez M. A.
•
Calligaro S.
•
Bottesi O.
altro
Renzi M.
2021
  • journal article

Periodico
ENERGY
Abstract
In this work, an electro-thermal model of a single lithium-ion battery cell has been developed in Simulink-Simscape environment. The model is divided in two interacting parts: the electrical and the thermal one. The electrical model consists of one Resistor-Capacitor branch circuit that is coupled to a thermal model consisting of a discretized volume, representing the battery cell, built on the basis of the thermal-electrical analogy. The heat generated by the cell is estimated using a lumped heat source approach. One of the novel aspects of the work is the definition and detailed description of an automatic procedure to extract the parameters of the RC circuit from pulse discharge tests, based on a Multi-Linear Regression Model approach. The electrical and thermal performance of the model was validated with dynamic and static measured data: the mean square error of the voltage prediction in dynamic conditions is 0.00027 V2. In static conditions, the mean square error of the voltage and temperature predictions are 0.014 V2 and 2.28 °C2, respectively. This model, due to its ease of application, can be used as a tool to define new modules architecture, as well as to support the design of the battery cooling system.
DOI
10.1016/j.energy.2021.121296
WOS
WOS:000692120900008
Archivio
http://hdl.handle.net/11390/1222372
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85108950888
https://ricerca.unityfvg.it/handle/11390/1222372
Diritti
metadata only access
Soggetti
  • Electro mobility

  • Electro-thermal model...

  • Lithium-ion battery

  • Parameters identifica...

  • Pouch cell

  • Thermal management

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