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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/12107
Title: Part-machine group formation with ordinal-ratio level data & production volume
Authors: Kumar L.
Jain, P. K.
Published in: International Journal of Simulation Modelling
Abstract: This work presents an algorithm for design of cellular manufacturing system. It considers ordinal level data and ratio level data. We consider sequence of operation for every component as ordinal level data. The ratio level data includes operation time per unit, production volume & machine capacity. Adapted design activity model & image representation in computer vision is used to model ordinal-ratio level data. Orthographic view part grouping is used for part family formation. Machines are allocated on basis of their net utilization for a part family. Performance of algorithm is comparable & of good quality with existing methods in its class. To validate the result, a two way ANOVA technique is used, and on simulated example the F-ratio is enumerated. It is observed that production volume has significant influence on cell configuration and cell performance. It is concluded that the change in production volume mixes may need reconfiguration & capacity scaling according to recommendation of algorithm & ANOVA analysis. To facilitate industrial application, it can be implemented by using free software, Scilab and/or commercial softwares.
Citation: International Journal of Simulation Modelling (2009), 8(2): 90-101
URI: https://doi.org/10.2507/IJSIMM08(2)3.125
http://repository.iitr.ac.in/handle/123456789/12107
Issue Date: 2009
Keywords: Algorithm
ANOVA
Cellular manufacturing
Part families and machine cells
ISSN: 17264529
Author Scopus IDs: 56438863400
7402520507
Author Affiliations: Kumar, L., Department of Mechanical Engineering, J.M.I., New Delhi-110025, India
Jain, P.K., Department of Mechanical and Industrial Engineering, I.I.T., Roorkee, India
Corresponding Author: Kumar, L.; Department of Mechanical Engineering, J.M.I., New Delhi-110025, India; email: lokeshkrsax@rediffmail.com
Appears in Collections:Journal Publications [ME]

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