State-Space Representation of Li-Ion Battery Porous Electrode Impedance Model with Balanced Model Reduction

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Abstract

This paper presents an approximate time-domain solution for physics-based electrochemical lithium-ion cell battery models. The time-domain solution is represented in state-space form and can be easily used for the design of a state estimator or controller. It uses an interconnection-of-system approach to derive a state-space representation of a battery impedance model and provides a reduced order model based via the balanced truncation method. Simulation results are also provided to show the performance of the proposed model in the frequency domain.

Original languageAmerican English
Pages (from-to)1226-1236
Number of pages11
JournalJournal of Power Sources
Volume273
DOIs
StatePublished - 2015

Bibliographical note

Publisher Copyright:
© 2014 Elsevier Ltd. All rights reserved.

NREL Publication Number

  • NREL/JA-5400-60934

Keywords

  • Balanced realization
  • Impedance model
  • Li-ion battery
  • Model order reduction
  • State-space realization
  • Time-domain solution

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