文章基本信息

标题：Preparation of Papers for IFAC Conferences & Symposia: A comparative study of remaining useful life predictions for lithium-ion battery
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作者：Rui Xiong ; Jiahuan Lu
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2018
卷号：51
期号：31
页码：268-273
DOI：10.1016/j.ifacol.2018.10.048
语种：English
出版社：Elsevier
摘要：AbstractRemaining useful life (RUL) prediction is a key part of battery health management to ensure vehicle safety and economy. This paper makes a comparative study of four representative RUL prediction methods, including fitting-based method, particle filter (PF) based-method, Box-cox transformation (BCT)-based method and support vector machine (SVM)-based method. A battery degradation experiment is performed to support the comparative study. After the comparative study of on-line battery RUL prediction, BCT shows the best comprehensive performance, while the other three methods have their own application characteristics respectively.
关键词：KeywordsLithium-ion batteryremaining useful lifebattery degradationelectric vehicles