4.8 Article

Model-based simultaneous optimization of multiple design parameters for lithium-ion batteries for maximization of energy density

期刊

JOURNAL OF POWER SOURCES
卷 227, 期 -, 页码 161-170

出版社

ELSEVIER SCIENCE BV
DOI: 10.1016/j.jpowsour.2012.11.035

关键词

Lithium-ion batteries; Model-based design; Optimization; Physics based reformulated model

资金

  1. National Science Foundation [CBET-0828002, CBET-1008692]
  2. International Center for Advanced Renewable Energy and Sustainability at Washington University in St. Louis (ICARES)
  3. U.S. government

向作者/读者索取更多资源

A model-based procedure is applied to the simultaneous optimization of design parameters for porous electrodes that are commonly used in advanced batteries such as lithium-ion systems. The approach simultaneously optimizes the battery design variables of electrode porosities and thickness for maximization of the energy drawn for an applied current, cut-off voltage, and total time of discharge. The results show reasonable improvement in the specific energy drawn from the lithium-ion battery when the design parameters are simultaneously optimized. Model simulation and multi-parameter optimization were facilitated by the increased computational efficiency achieved from the use of an orthogonal collocation-based reformulated model. (C) 2012 Elsevier B.V. All rights reserved.

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