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 50 条
  • [41] GFCM: A Gossip-Based Fuzzy C-means Algorithm
    Kalantarian, Zeynab S.
    Mashayekhi, Rada
    Abdashahi, Ali
    2014 6TH CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2014, : 152 - 157
  • [42] PSO based Fuzzy C-Means algorithm for image segmentation
    Li, Yanling
    Shen, Yi
    Journal of Computational Information Systems, 2008, 4 (05): : 1885 - 1890
  • [43] Fuzzy C-means clustering algorithm based on incomplete data
    Jia, Zhiping
    Yu, Zhiqiang
    Zhang, Chenghui
    2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 600 - 604
  • [44] An Image Segmentation Method Based on Fuzzy C-means Clustering and Cuckoo Search Algorithm
    Wang, Mingwei
    Wan, Youchuan
    Gao, Xianjun
    Ye, Zhiwei
    Chen, Maolin
    NINTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2017), 2018, 10615
  • [45] A fuzzy microaggregation algorithm using fuzzy c-means
    Torra, Vicenc
    ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2015, 277 : 214 - 223
  • [46] Fuzzy C-Means Algorithm Based on Common Mahalanobis Distances
    Liu, Hsiang-Chuan
    Yih, Jeng-Ming
    Lin, Wen-Chih
    Wu, Der-Bang
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2009, 15 (5-6) : 581 - 595
  • [47] Fuzzy C-Means Algorithm Based on Standard Mahalanobis Distances
    Liu, Hsiang-Chuan
    Jeng, Bai-Cheng
    Yih, Jeng-Ming
    Yu, Yen-Kuei
    ISIP: 2009 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING, PROCEEDINGS, 2009, : 422 - +
  • [48] FUZZY C-MEANS ALGORITHM BASED ON PSO AND MAHALANOBIS DISTANCE
    Liu, Hsiang-Chuan
    Yih, Jeng-Ming
    Lin, Wen-Chih
    Liu, Tung-Sheng
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (12B): : 5033 - 5040
  • [49] The Stock Classification Based on Entropy Weight Method and Improved Fuzzy C-means Algorithm
    Wu, Zhenyu
    Chen, Guangda
    Yao, Jingjing
    ICBDC 2019: PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIG DATA AND COMPUTING, 2019, : 130 - 134
  • [50] Clustering algorithm in vehicular communication based on Fuzzy C-Means
    Zhao, Haitao
    He, Chen
    Cheng, Huiling
    Ren, Xiang
    Zhu, Xuanpei
    Zhu, Hongbo
    2019 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2019,
12345