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Machine-part family formation in cellular manufacturing systems : a multicriterion approach | |
Author | Kulasinghe, A. S. S. |
Call Number | AIT Thesis no.IE-94-17 |
Subject(s) | Group technology |
Note | A thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering, School of Engineering and Technology |
Publisher | Asian Institute of Technology |
Series Statement | Thesis ; no. IE-94-17 |
Abstract | The purpose of this study is to develop an efficient model to find machine - part families in Cellular Manufacturing Systems. The study is composed of two parts. First part deals with the multiple objective model for forming simultaneous machine - part families and assigning operators to machines in a cellular manufacturing system. A Mixed - Integer Goal Programming approach is used as the methodology. Branch and bound method was used as the solution methodology. LINDO (Linear INteractive Discrete Optimizer ) software package was used to solve the goal programming model. The second part deals with developing a heuristic to form machine - part families. As the problem of finding machine - part families can be treated as a problem involving multi attribute decision making, one of the important technique known as Preference Ranking Organization METHod for Enrichment Evaluations (PROMETHEE) was used. PROMCALC software package was used for evaluations. Management objectives of a manufacturing facility such as higher productivity, better quality, higher efficiency, flexibility of manufacturing, better control of production, minimizing costs, maximizing resource utilization and meeting the demand are transformed into shop flow level objectives in the model by maximizing operator similarity to machines, operator skills, cell utilization, machine similarity, part similarity, and minimizing inter-cell moves, intra-cell moves, labour costs, etc. Also alternative routings, processing times, processing sequences of parts, part volumes, machine capacities, number of machines of each type required, due to processing times of all parts processed on each machine type exceeding the machine capacity, size of cells and number of cells are considered in the models. The model applications are demonstrated by using the case of an automobile component manufacturer. |
Year | 1994 |
Corresponding Series Added Entry | Asian Institute of Technology. Thesis ;no. IE-94-17 |
Type | Thesis |
School | School of Engineering and Technology (SET) |
Department | Department of Industrial Systems Engineering (DISE) |
Academic Program/FoS | Industrial Engineering (IE) |
Chairperson(s) | Tabucanon, Mario T. ;Paul, Himangshu |
Examination Committee(s) | Pandey, P. C. |
Scholarship Donor(s) | Norwegian Agency for International Development (NORAD) ; |
Degree | Thesis (M.Eng.) - Asian Institute of Technology, 1994 |