文章基本信息

标题：A Generalized Equivalent Circuit Model for Design Exploration of Li-Ion Battery Packs Using Data Analytics
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作者：Daniel Freudiger ; Matilde D’Arpino ; Marcello Canova 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2019
卷号：52
期号：5
页码：568-573
DOI：10.1016/j.ifacol.2019.09.090
语种：English
出版社：Elsevier
摘要：AbstractThis paper presents a generalized equivalent circuit model developed using data analytics to achieve a parameterization that depends only on basic information on cell geometry and chemistry. The resulting model is independent from experimental data, yet able to provide a reasonable prediction of the cell voltage for transient current input profiles. The generalized model was simulated over two drive cycles typically seen in automotive applications for a NCA cylindrical cell, and the voltage response and heat generation were compared to a high-fidelity electrochemical model previously validated on experimental data collected from the same cell.
关键词：KeywordsLithium ion batteriesmodelingenergy storage systemsenergy managementdesign exploration