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

Lei Guo; Gen Wang Liu

doi:10.4028/www.scientific.net/AMR.354-355.983

Paper Titles

Analysis of Performance of Several Types of Classical Controller in Automatic Generation Control for an Interconnected Power System
p.964

Based on the BP Neural Network-PID Series Control Boiler Main-Steam Temperature System Research
p.968

A Mixed H₂/H_∞ Based LMI Algorithm for Damping Inter-Area Oscillations
p.974

Research on High Order Resonance Hybrid APF
p.978

Research of Lithium-Ion Battery Sorting Method Based on Fuzzy C-Means Algorithm
p.983

Research on Voltage Stability in Grid-Connected Large Wind Farms
p.989

Blocking Analysis of HVDC Caused by DC Voltage Divider with OPDL System
p.993

A Design of Li-Ion Battery Formation System Based on ARM Embedded Computer
p.998

Improved Bacterial Colony Chemotaxis Algorithm for Distribution Network Planning
p.1002

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 354-355Research of Lithium-Ion Battery Sorting Method...

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.

You might also be interested in these eBooks

Progress in Power and Electrical Engineering

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 354-355)

Pages:

983-988

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.354-355.983

Citation:

Cite this paper

Online since:

October 2011

Authors:

Lei Guo, Gen Wang Liu

Keywords:

Battery Charging and Discharging Curve, Battery Group, Battery Sorting, Cluster Analysis, Fuzzy C-Means (FCM)

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Chunming Chen, Information Research. Vol(7) (2009) (In Chinese).

Google Scholar

[2] Li Jiang: The Research on Fuzzy C-Means Cluster Analysis and Its Applications. Master's Thesis in Zhejiang Gongshang University (2010). (In Chinese).

Google Scholar

[3] Guha S Rastogi R, Shim K. CUREL: An Efficient Clustering Algorithm For Large Databases[C]. Proceedings of the ACM SIGMOD International Conference on Management of Data, Seattle, (1998), pp.73-84

DOI: 10.1145/276304.276312

Google Scholar

[4] Shili Wu, China WaterPower Press. (2007), pp.72-101. (In Chinese).

Google Scholar

[5] Jian Yu, Chinese Journal of Computer, Vol 26(2003), pp.968-973. (In Chinese).

Google Scholar

[6] Cuixia Li, Yingjun Tan. Journal of Henan University (Natural Science) Vol. 2 (2011)

Google Scholar

[7] Zhifu Wang, Lianyun Peng, Chenning Zhan. Battery Bimonthly. Vol. 33 (2003), pp.167-168. (In Chinese).

Google Scholar

[8] Karypis G Han E H, Kumar V. CHAMELEON: A Hierarchical Clustering Algorithm Using Dynamic Modeling [J]. IEEC Computer, 1999, Vol. 32(1999), pp.69-75

DOI: 10.1109/2.781637

Google Scholar

[9] Mansheng Xiao, Dilan Yang, Juwu Zhang, Wenping Tang. Journal of Computer Applications. Vol. 30(2011). (In Chinese).

Google Scholar

[10] Gaiyun Gong, Xinbo Gao, Zhongdong Wu. Fuzzy Systems and Mathematics, 2005, Vol 19(2005), pp.143-147. (In Chinese).

Google Scholar

[11] Yi Shan: Research on Uniformity of Lithium Ion Battery. Master's Thesis in Shanghai Institute of Microsystem And Information Technology Chinese Academy of Sciences (2008). (In Chinese).

Google Scholar

[12] Mianli Wu: The development of Lithium ion power battery detection system PC software and the research on the group algorithm, Master's Thesis in Central South University papers (2009). (In Chinese).

Google Scholar