Analysis of Machining Workshop Manufacturing Based on Unit K Means Clustering

Di Liang; Fen Kong; Dan Dan Xu; Gui Zhi Sun

doi:10.4028/www.scientific.net/AMR.945-949.3152

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 945-949Analysis of Machining Workshop Manufacturing Based...

Analysis of Machining Workshop Manufacturing Based on Unit K Means Clustering

Abstract:

In order to improve the mechanical machining enterprise work efficiency, reduce the cost of enterprise, the process of enterprise existence of similar parts processing by cluster was analysized, using K-means clustering algorithm and the statistical analysis software SPSS with K means clustering analysis function, which grouped the machine tool matrix, and then realized the unit manufacturing.

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Periodical:

Advanced Materials Research (Volumes 945-949)

Pages:

3152-3155

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.945-949.3152

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Online since:

June 2014

Authors:

Di Liang, Fen Kong, Dan Dan Xu, Gui Zhi Sun

Keywords:

K Means Clustering, SPSS, Unit Manufacturing

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References

[1] Xiaoqing Wang, Jia fu Tang: Chinese Journal of Mechanical Engineering. Vol. 45. (2009), pp.125-131(In Chinese).

Google Scholar

[2] Jaydeep Balakrishnan, Chun Hung Cheng: European Journal of Operational Research. Vol. 177. (2009). pp.281-309.

Google Scholar

[3] Ming Fan, Xiao feng Meng: Concepts and techniques (Mechanical Industry Press, Beijing（2001). (In Chinese).

Google Scholar

[4] Xiaorong WU: College of Information Science and Engineering, Hunan University. Vol. (2008)(In Chinese).

Google Scholar

[5] Tao Zhao, Er Shi Qi : Management in Engineering Manufacturing Unit Grouping Method Based on Genetic Algorithm. Vol. 12. (1998). pp.48-51(In Chinese).

Google Scholar