Multiobjective optimization of modular design concepts for a collection of interacting systems

A collection of interacting systems, such as a fleet of military vehicles, can have a life-cycle benefit from sharing interoperable modules. Defining the modules that maximize such benefits must be addressed at the early stages of system design. We present a multi-objective optimization framework fo...

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Veröffentlicht in:Structural and multidisciplinary optimization 2018, Vol.57 (1), p.83-94
Hauptverfasser: Bayrak, Alparslan Emrah, Collopy, Arianne X., Papalambros, Panos Y., Epureanu, Bogdan I.
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Sprache:eng
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Zusammenfassung:A collection of interacting systems, such as a fleet of military vehicles, can have a life-cycle benefit from sharing interoperable modules. Defining the modules that maximize such benefits must be addressed at the early stages of system design. We present a multi-objective optimization framework for conceptual modular design. We use a functional representation of the supersystem, i.e., the interacting systems collection, to make module design decisions informed by supersystem requirements and life-cycle objectives. The resultant modules are configured into a variety of architectures and form a set of systems with distinct capabilities that meet supersystem requirements. We apply this approach on a fleet of military vehicles. Computational results quantify the intuition that designing a large number of smaller modules reduces overall fleet weight and increases required personnel resources because of larger demand for vehicle reconfiguration.
ISSN:1615-147X
1615-1488
DOI:10.1007/s00158-017-1872-4