Art

J-GLOBAL ID：202302231679562789   Reference number：23A0791888

A Novel Prediction Process of the Remaining Useful Life of Electric Vehicle Battery Using Real-World Data

実世界データを用いた電気自動車電池の残存寿命の新しい予測プロセス【JST・京大機械翻訳】

Author (10)： Wang Xu (Graduate School of Business Administration, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Li Jian (Graduate School of Business Administration, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Shia Ben-Chang (Graduate School of Business Administration, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Shia Ben-Chang (Artificial Intelligence Development Center, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Kao Yi-Wei (Graduate School of Business Administration, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Kao Yi-Wei (Artificial Intelligence Development Center, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Ho Chieh-Wen (Artificial Intelligence Development Center, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Ho Chieh-Wen (Department of Life Science, National Taiwan University, Taipei 10617, Taiwan) ,  Chen Mingchih (Graduate School of Business Administration, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan) ,  Chen Mingchih (Artificial Intelligence Development Center, Fu Jen Catholic University, No. 510, Zhongzhen Road, Xinzhuang District, New Taipei City 24205, Taiwan)
Material： Processes (Web)
Volume： 9  Issue： 12  Page： 2174  Publication year： 2021 
JST Material Number： U7264A  ISSN： 2227-9717  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： In modern society, environment...

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Thesaurus term： *battery ,  inventory control ,  *electric automobile ,  electric power system ,  frequency control ,  statistical method ,  model ,  link connecting ,  CPU time ,  battery capacity ,  lithium ion battery ,  prediction model
Semi thesaurus term： 健康状態 ,  持続可能性 ,  サプライチェーン ,  オンライン , 【Automatic Indexing@JST】

Author keywords (5)： big data analysis ,  remaining useful life ,  Lasso regression ,  ARIMA ,  Monte-Carlo simulation

JST classification (2)： Secondary batteries  (YB04030K) ,  Electric vehicles  (QG07020B)

Reference (48)：

• Vetter, J.; Novák, P.; Wagner, M.R.; Veit, C.; Möller, K.C.; Besenhard, J.O.; Winter, M.; Wohlfahrt-Mehrens, M.; Vogler, C.; Hammouche, A. Ageing mechanisms in lithium-ion batteries. J. Power Sources 2005, 147, 269-281.
• Xing, Y.; Ma, E.W.M.; Tsui, K.L.; Pecht, M. Battery Management Systems in Electric and Hybrid Vehicles. Energies 2011, 4, 1840-1857.
• Pattipati, B.; Sankavaram, C.; Pattipati, K.R. System Identification and Estimation Framework for Pivotal Automotive Battery Management System Characteristics. IEEE Trans. Syst. Man Cybern. Part C 2011, 41, 869-884.
• Finger, E.P.; Marwell, E.M. Battery Control System for Battery Operated Vehicles. U.S. Patent 4,012,681, 1 September 1977.
• Chiang, Y.H.; Sean, W.Y.; Ke, J.C. Online estimation of internal resistance and open-circuit voltage of lithium-ion batteries in electric vehicles. J. Power Sources 2011, 196, 3921-3932.

Terms in the title (6)： 世界 ,  電気自動車 ,  電池 ,  残存寿命 ,  予測 ,  プロセス