Paper Title:
Research of Lithium-Ion Battery Sorting Method Based on Fuzzy C-Means Algorithm
  Abstract

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.

  Info
Periodical
Advanced Materials Research (Volumes 354-355)
Chapter
Chapter 6: Power System and Automation
Edited by
Hao Zhang, Yang Fu and Zhong Tang
Pages
983-988
DOI
10.4028/www.scientific.net/AMR.354-355.983
Citation
L. Guo, G. W. Liu, "Research of Lithium-Ion Battery Sorting Method Based on Fuzzy C-Means Algorithm", Advanced Materials Research, Vols. 354-355, pp. 983-988, 2012
Online since
October 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Ting Ting Lou, Wei Ge Zhang, Hong Yu Guo, Ji Song Wang
Chapter 1: Industrial Engineering and Material Science
Abstract:The real time power prediction of power battery pack used in electric vehicles is a difficulty of the battery management system. The internal...
246
Authors: Yang Yu, Wen Dong, Ze Long, Min Hong
Chapter 2: Building Materials, Mechanical Engineering and Environment
Abstract:The accurate estimate to remaining power of the lithium battery has a very important significance to continued operation of the electric...
155
Authors: Hong Wei Liu, Juan Zhang, Nai Long Xin
Chapter 13: New Energy Vehicles and Electric Vehicles
Abstract:To reduce the influence of heat temperature conditions on performance, reliability and safety of lithium-ion battery pack for pure electric...
1594
Authors: Qiao Jie Zhang, Ming Xiong
Chapter 5: Electronics and Microelectronics
Abstract:A solar mobile power based on single chip microcomputer (SCM) is proposed in this paper, which has the functions of charge control, power...
1068