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A constraint-based approach to feasibility assessment in preliminary design

  • Ashwin Gurnani
  • , Scott Ferguson
  • , Kemper Lewis
  • , Joseph Donndelinger
  • SUNY Buffalo
  • General Motors

Research output: Contribution to journalArticlepeer-review

30 Scopus citations

Abstract

In this paper, we present the development and application of a technical feasibility model used in preliminary design to determine whether a set of desired product specifications obtained from marketing is feasible in the engineering domain. This model is developed by integrating the capabilities of a multiobjective design problem, a multicriteria design optimization tool, a Pareto frontier gap analyzer, metamodeling methods, and use of the Pareto frontier as a constraint for feasibility assessment. Although the tools are independent of the domain, their application is illustrated using two examples: a simple three-objective mathematical problem and a five-objective passenger vehicle design problem. The feasibility of the desired product specifications is determined with respect to the problem's Pareto frontier, which is considered to be the necessary constraint to satisfy.

Original languageEnglish
Pages (from-to)351-367
Number of pages17
JournalArtificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM
Volume20
Issue number4
DOIs
StatePublished - Sep 2006

Keywords

  • Decision making
  • Decision support system
  • Multiobjective optimization
  • Pareto frontier

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