Integrated Decision Model for Interrelated Sub-Problems of Part Design or Selection, Machine Loading and Machining Optimization

Simple item page
dc.contributor.authorMgwatu, Mussa I.
dc.contributor.authorOpiyo, E. Z.
dc.contributor.authorVictor, M. A. M
dc.date.accessioned2016-03-16T07:44:00Z
dc.date.available2016-03-16T07:44:00Z
dc.date.issued2009
dc.description.abstractIn the work presented in this paper, we made an attempt to integrate the decisions for interrelated sub-problems of part design or selection, machine loading and machining optimization in a random flexible manufacturing system (FMS). The main purpose was to come up with an optimization model for achieving more generic and consistent decisions for the FMS and which can be practically implemented on the shop floor to help designers and other engineers in several ways, including, for instance, to optimize the designs of parts for specific FMS. In order to attain the generic decisions, an integer nonlinear programming (INLP) problem was formulated and solved to maximize the FMS throughput. Based on the results, the part design or selection, machine loading and machining optimization decisions can be simultaneously made. To get more insights of the results and also to check the validity of the model, a two-factor full factorial design was implemented for the sensitivity analysis, analysis of variance (ANOVA) and residual analysis. The computational analyses show that the tooling budget and available processing time were both statistically significant to throughput and confirmed that the model is valid with the data normally distributed.en_US
dc.identifier.citationMgwatu, M.I., Opiyo, E.Z. and Victor, M.A.M., 2009, January. Integrated Decision Model for Interrelated Sub-Problems of Part Design or Selection, Machine Loading and Machining Optimization. In ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (pp. 3-12). American Society of Mechanical Engineers.en_US
dc.identifier.doi10.1115/DETC2009-86123
dc.identifier.urihttp://hdl.handle.net/123456789/982
dc.language.isoenen_US
dc.publisherAmerican Society of Mechanical Engineersen_US
dc.subjectOptimizationen_US
dc.subjectpart designen_US
dc.subjectpart selectionen_US
dc.subjectmachine loadingen_US
dc.subjectmachining optimizationen_US
dc.subjectinteger nonlinear programmingen_US
dc.subjectflexible manufacturing systemsen_US
dc.titleIntegrated Decision Model for Interrelated Sub-Problems of Part Design or Selection, Machine Loading and Machining Optimizationen_US
dc.typeConference Paperen_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Integrated Decision Model for Interrelated Sub-Problems of Part Design or Selection, Machine Loading and Machining Optimization.pdf
Size:
4.53 MB
Format:
Adobe Portable Document Format
Description:
Full text
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Department of Mechanical and Industrial Engineering