Research of Lithium-ion Battery Sorting Method Based on Fuzzy C-Means Algorithm

被引：11
作者：
Guo, Lei [1 ]
Liu, Genwang [1 ]
机构：
[1] Univ Elect Sci & Technol China, Inst Aeronaut & Astronaut, Chengdu 610054, Sichuan, Peoples R China
来源：
PROGRESS IN POWER AND ELECTRICAL ENGINEERING, PTS 1 AND 2 | 2012年 / 354-355卷
关键词：
Battery sorting; Cluster analysis; Fuzzy c-means; Battery group; Battery charging and discharging curve;
D O I：
10.4028/www.scientific.net/AMR.354-355.983
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
A method that applies Fuzzy C-Means algorithm (FCM) in lithium-ion battery sorting in formation and test system is presented. The original Fuzzy C-Means algorithm is optimized, and weighted index m and cluster number c are analyzed. Through battery sorting experiment, this method is verified to be feasible and practical.
引用
收藏
页码：983 / 988
页数：6
相关论文
共 11 条
  • [1] Chen Chunming, 2009, INFORM RES
  • [2] [宫改云 Gong Gaiyun], 2005, [模糊系统与数学, Fuzzy Systems and Mathematics], V19, P143
  • [3] Guha S., 1998, SIGMOD Record, V27, P73, DOI 10.1145/276305.276312
  • [4] Jiang Li, 2010, THESIS ZHEJIANG GANG
  • [5] Karypis G, 1999, IEEC COMPUTER, V32, P69
  • [6] Li Cuixia, 2011, J HENAN U NATURAL SC, V2
  • [7] Shan Yi, 2008, THESIS INFORM TECHNO
  • [8] [王志福 Wang Zhifu], 2003, [电池, Battery], V33, P167
  • [9] Wu Mianli, 2009, THESIS CENTRAL S U
  • [10] Xiao Mansheng, 2011, J COMPUTER APPL, V30
12