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A Computer Experiment Based Model for a Spirally-Wounded Lithium-Ion Cell

[+] Author Affiliations
Chao Li, Assimina A. Pelegri

Rutgers University, Piscataway, NJ

Paper No. IMECE2017-71858, pp. V014T11A028; 7 pages
doi:10.1115/IMECE2017-71858
From:
  • ASME 2017 International Mechanical Engineering Congress and Exposition
  • Volume 14: Emerging Technologies; Materials: Genetics to Structures; Safety Engineering and Risk Analysis
  • Tampa, Florida, USA, November 3–9, 2017
  • Conference Sponsors: ASME
  • ISBN: 978-0-7918-5849-3
  • Copyright © 2017 by ASME

abstract

Based on previous numerical models of spirally-wounded lithium-ion cells and the coordinate transformation method, a new method to carry out real-time calculation and simulation to predict the temperature distribution within the cell is developed. Based on the coupling of heat equation and a pseudo two dimensional (P2D) physics-based electrochemical model, samples of input combinations covering the input space are collected as training data. Computer experiments to predict current source density and thus heat generation rate in the cell with Gaussian process are done to exam the validity of the method.

Copyright © 2017 by ASME
Topics: Computers , Lithium

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