Designing modular product architecture using clustering analysis : A printing machine case study

Main Article Content

Tanongsak Kongsin
Nattawut Janthong

Abstract

The mechanical design is necessary to simply modify equipment parts for responding various customer’s demands. Maintenance process, up-grading, replacement, product and modular part design are the general basics of mechanical design. The complicated effects occur while manufacturing process and maintenance process. Clustering analysis that divided into two parts used for studying the suitable process by the concept of this analysis in the clustering of module from the relationship between each part by means of Jaccard method and an item in the cluster is defined by the length between each part for grouping the product architecture following k-means method. The printing machine is used in a case study to demonstrate the analysis trends of modular part and product architecture.

Article Details

How to Cite
Kongsin, T., & Janthong, N. (2015). Designing modular product architecture using clustering analysis : A printing machine case study. Thai Industrial Engineering Network Journal, 1(2), 1–8. Retrieved from https://ph02.tci-thaijo.org/index.php/ienj/article/view/180358
Section
Research and Review Article

References

[1] Tarek AlGeddawy, Hoda ElMaraghy, Determining Granularity of Changeable Manufacturing Systems Using Changeable Design Structure Matrix and Cladistics, Journal of Mechanical Design, APRIL 2015, Vol. 137
[2] Manju Kaushik, Bhawana Mathur, Comparative Study of K-Means and Hierarchical Clustering Techniques, ISSN 2014, Volume 2
[3] Noor Rashidah R., Sabri A.and Safiek M., A comparison Between Single Linkage and Complete Linkage in Agglomerative Hierarchical Cluster Analysis for Identifying Tourists Segments, IIUM Engineering Journal, Vol. 12, No. 6 ,2011
[4] B.M. Li, S.Q. Xie, Module partition for 3D CAD assembly models a hierarchical clustering method based on component dependencies International Journal of Production Research, 2015
[5] จิณกมล ลุยจันทร์ และ ณัฐวุฒิ จันทร์ทอง.,2554. พัฒนาวิธีการออกแบบเพื่อจัดกลุ่มชิ้นส่วนสาหรับผลิตภัณฑ์ที่มีความซับซ้อน. การประชุมวิชาการด้านการพัฒนาการดำเนินงานทางอุตสาหกรรมแห่งชาติ ครั้ง ที่ 2 (CIOD 2011)
[6] Guojun Gan, Chaqun Ma, Jianhong Wu, DataClustering Theory, Algorithms, and Applications, SIAM, 2000