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
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