Search for an optimal five-step charging pattern for li-ion batteries using consecutive orthogonal arrays

Yi Hwa Liu*, Ching Hsing Hsieh, Yi Feng Luo

*Corresponding author for this work

Research output: Contribution to journalJournal Article peer-review

189 Scopus citations

Abstract

Lithium-ion (Li-ion) batteries have emerged as the major power source for todays electronic products because they can offer advantages such as high energy density, low maintenance requirement, high open-circuit voltage, low self-discharge rate, and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries to achieve shorter charging time and longer cycle life. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array techniques are utilized to determine the optimal charging pattern for the five-step constant current charging method. The problem formulation, implementation procedure, and parameter setting method are described and explained in detail. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95 capacity. Comparing to the conventional constant currentconstant voltage method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.

Original languageEnglish
Article number5710657
Pages (from-to)654-661
Number of pages8
JournalIEEE Transactions on Energy Conversion
Volume26
Issue number2
DOIs
StatePublished - 06 2011
Externally publishedYes

Keywords

  • Consecutive orthogonal array (COA)
  • Taguchi method
  • optimal charging pattern

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