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Methodology for the multi-objective optimisation of product modularity

conference contribution
posted on 21.09.2017, 14:55 by Michael J. Lee, Keith Case, Russell Marshall
Product modularity is an extremely powerful principle that can be used by industry to gain many advantages such as ease of product upgrade, maintenance, repair and disposal, increased product variety and greater product development speed. Researchers have outlined the advantages of modularity at various stages of the product lifecycle and have developed many modularity measures and identification techniques. However there are a lack of computerised methods that can be applied to optimise modularity for multiple lifecycle objectives. To this end a multi-objective methodology has been developed to search for optimal modules within a design structure matrix (DSM) representation of the product. Firstly, an analytic hierarchy process is applied to create a hierarchical weighting system for the modular driver based component interactions. Then an genetic algorithm(GA) with a goal based programming fitness function is applied to search for a set of module combinations that will maximise modularity for multiple product lifecycle objectives.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

Fifth International Conference on Manufacturing Research, 'Advances in Manufacturing Technology XXI' 'Advances in Manufacturing Technology XXI', the Proceedings of the Fifth International Conference on Manufacturing Research, ICMR 2007

Pages

104 - 109

Citation

LEE, M., CASE, K. and MARSHALL, R., 2007. Methodology for the multi-objective optimisation of product modularity. IN: Proceedings of 2007 5th International Conference on Manufacturing Research (ICMR 2007): advances in manufacturing technology 21, Leicester, Great Britain, 11-13 September 2007, pp.104-109.

Publisher

De Montfort University

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date

2007

ISBN

095567140X;9780955671401

Publisher version

Language

en

Location

De Montfort University, Leicester, UK

Exports

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Keywords

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