Simultaneous state and logarithmic parameter estimation of lithium-ion batteries using UKF

Atsushi Baba, Shuichi Adachi

研究成果: Article

5 引用 （Scopus）

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A rechargeable battery is one of the key technologies in hybrid electric vehicles (HEVs) and electric vehicles (EVs). Although it is important to know the states and parameters of the battery to maximize its efficiency and safety, there are still some difficulties in estimating them. This paper focuses on the simultaneous state and parameter estimation of the battery. The estimation often suffers from poor numerical stability, and to address this issue, simultaneous state and "logarithmic" parameter estimation of batteries is proposed and implemented. This approach is verified by performing a series of simulations under an EV operating environment.

元の言語English
ページ（範囲）1139-1147
ページ数9
ジャーナルieej transactions on industry applications
巻133
発行部数12
DOI
出版物ステータスPublished - 2013 12 1

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering
  • Electrical and Electronic Engineering

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