A Taguchi method application for the part routing selection in Generalized Group Technology: A case Study

Hachicha, Wafik; Masmoudi, Faouzi and Haddar, Mohamed (2008): A Taguchi method application for the part routing selection in Generalized Group Technology: A case Study. Unpublished.

Abstract

Cellular manufacturing (CM) is an important application of group technology (GT) that can be used to enhance both flexibility and efficiency in today’s small-to-medium lot production environment. The crucial step in the design of a CM system is the cell formation (CF) problem which involves grouping parts into families and machines into cells. The CF problem are increasingly complicated if parts are assigned with alternative routings (known as generalized Group Technology problem). In most of the previous works, the route selection problem and CF problem were formulated in a single model which is not practical for solving large-scale problems. We suggest that better solution could be obtained by formulating and solving them separately in two different problems. The aim of this case study is to apply Taguchi method for the route selection problem as an optimization technique to get back to the simple CF problem which can be solved by any of the numerous CF procedures. In addition the main effect of each part and analysis of variance (ANOVA) are introduced as a sensitivity analysis aspect that is completely ignored in previous research.

• Item Type: MPRA Paper
• Language: English
• Keywords: Cellular Manufacturing; generalized Group Technology; route selection problem; Taguchi method; ANOVA; sensitivity analysis
• Subjects: L - Industrial Organization > L0 - General; M - Business Administration and Business Economics; Marketing; Accounting > M1 - Business Administration > M11 - Production Management; L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L23 - Organization of Production; C - Mathematical and Quantitative Methods > C0 - General > C02 - Mathematical Methods; C - Mathematical and Quantitative Methods > C9 - Design of Experiments > C90 - General; C - Mathematical and Quantitative Methods > C9 - Design of Experiments > C93 - Field Experiments; O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O14 - Industrialization; Manufacturing and Service Industries; Choice of Technology

References

Albadawi, Z., Bashir, H. A., Chen, M., (2005). A mathematical approach for the formation of manufacturing cell, Computers and Industrial Engineering, 48, 3-21.

Caux, C., Bruniaux, R., Pierreval, H., (2000). Cell formation with alternative process plans and machine capacity constraints: A new combined approach. Int. J. of Production Economics, 64, 279–284.

Gupta, T., (1993). Design of manufacturing cells for flexible environment considering alternative routings, Int. J. of Production Research, 31(6), 1259-1273.

Hachicha, W., Masmoudi, F. and Haddar, M. (2006). A correlation analysis approach of cell formation in cellular manufacturing system with incorporated production data. Int. J. of Manufacturing Research, 1(3), 332–353.

Hachicha, W., Masmoudi, F., and Haddar, M. (2008a). Formation of machine groups and part families in cellular manufacturing systems using a correlation analysis approach. Int. J. of Advanced Manufacturing Technology, 36, (11-12), 1157-1169

Hachicha, W., Masmoudi, F., and Haddar, M. (2008b). Combining Axiomatic Design and Designed Experiments for cellular manufacturing systems design framework. Int. J. of Agile systems and Management, 3(3-4),306-319.

Hwang, H., Ree, P. (1996). Routes selection for the cell formation problem with alternative part process plans. Computers and Industrial engineering, 30(3), 423-431.

Kusiak, A., (1987). The generalized group technology concept. Int. J. of Production Research, 25, 561-569.

Montgomery, D.,C. (1991). Design and Analysis of Experiments, ed. John Wily, New York

Nagi, R., Harhalakis, G., Proth, J. (1990) Multiple routings and capacity considerations in Group Technology applications, Int. J. of Production Research, 28(12), 2243-2257.

Sankaran, S., Kasilingam, R. (1990). An integrated approach to cell formation and part routing in Group Technology manufacturing system. Engineering Optimization, 16, 235-245. Taguchi, G. (1987). System of Experimental Design, Unipub/Kraus, International Publication.

Taguchi, G. (1993). Taguchi on Robust technology development methods. ASME Press, New York, 1-40.