제조 셀 구현을 위한 군집분석 기반 방법론

• 영문명: Cluster Analysis-based Approach for Manufacturing Cell Formation
• 발행기관: 한국산업경영시스템학회
• 저자명: 심영학(Young Hak Shim) 황정윤(Jung Yoon Hwang)
• 간행물 정보: 『산업경영시스템학회지』제36권 제1호, 24~35쪽, 전체 12쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2013.03.31

영문 초록

A cell formation approach based on cluster analysis is developed for the configuration of manufacturing cells. Cell formation, which is to group machines and parts into machine cells and the associated part families, is implemented to add the flexibility and efficiency to manufacturing systems. In order to develop an efficient clustering procedure, this paper proposes a cluster analysis-based approach developed by incorporating and modifying two cluster analysis methods, a hierarchical clustering and a non-hierarchical clustering method. The objective of the proposed approach is to minimize intercellular movements and maximize the machine utilization within clusters. The proposed approach is tested on the cell formation problems and is compared with other well-known methodologies available in the literature. The result shows that the proposed approach is efficient enough to yield a good quality solution no matter what the difficulty of data sets is, ill or well-structured.

목차

Abstract

1. 서 론

2. Cell Formation Considering Processing Requirements

3. Cluster Analysis-based Approach

4. Illustrative Example

5. Performance Evaluation

6. Conclusion

References

키워드

Cell Formation Cluster Analysis Cellular Manufacturing Systems Machine-part Grouping