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Multi-objective optimisation of product modularity

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conference contribution
posted on 22.09.2017, 10:52 by Michael J. Lee, Keith CaseKeith Case, Russell MarshallRussell Marshall
The optimal modular configuration of a product’s architecture can lead to many advantages throughout the product lifecycle. Advantages such as: ease of product upgrade, maintenance, repair and disposal, increased product variety and greater product development speed. However, finding an optimal modular configuration is often difficult. Finding a solution will invariably mean trade-offs will have to be made between various lifecycle drivers. One of the main strengths of a computerised optimisation is that trade-off analysis becomes simple and straightforward and hence speeds up the product architecture decision making process. However, there are a lack of computerised methods that can be applied to optimise modularity for multiple lifecycle objectives. To this end, an integrated optimisation framework has been developed to optimise modularity from a whole lifecycle perspective, namely, design, production, use and end of life. For each lifecycle phase there are two modularity criteria- module independence and module coherence. The criteria that fall under the category of module independence evaluate the degree of coupling between the products components, coupling can be physical, functional or design based. Criteria under module coherence, evaluate the similarity of modular drivers between components. The paper will examine the developed optimisation framework and software prototype. The prototype software uses a number of matrixes to represent the product architecture. A goal based genetic algorithm is used to search the matrixes for modular configurations that most satisfies the criteria of the four lifecycle phases. Sensitively analysis is carried out by changing the goal weights.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

Eighteenth International Conference on Flexible Automation and Intelligent Manufacturing (FAIM) Proceedings of the Eighteenth International Conference on Flexible Automation and Intelligent Manufacturing, FAIM

Volume

1

Pages

187 - 196

Citation

LEE, M., CASE, K. and MARSHALL, R., 2008. Multi-objective optimisation of product modularity. IN: Proceedings of 2008 18th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2008), Skövde, Sweden, 30 June-2 July 2008, vol. 1, pp.187-196.

Publisher

University of Skövde

Version

VoR (Version of Record)

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

2008

ISBN

9789163327575;9163327570

Publisher version

Language

en

Location

University of Skovde, Sweden

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Keywords

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