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Exploring the effectiveness of parallel systems in distributed design processes subjected to stochastic disruptions

  • Massachusetts Institute of Technology
  • Air Force Research Laboratory

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

During the design of complex systems, a design process may be subjected to stochastic disruptions, interruptions, and changes, which can be described broadly as "design impulses." These impulses can have a significant impact on the transient response and converged equilibrium for the design system. We distinguish this research by focusing on the interactions between local and architectural impulses in the form of designer mistakes and dissolution, division, and combination impulses, respectively, for a distributed design case study. We provide statistical support for the "parallel character hypothesis," which asserts that parallel arrangements generally best mitigate dissolution and division impulses.We find that local impulses tend to slow convergence, but systems also subjected to dissolution or division impulses still favor parallel arrangements. We statistically uphold the conclusion that the strategy to mitigate combination impulses is unaffected by the presence of local impulses.

Original languageEnglish
Pages (from-to)399-412
Number of pages14
JournalArtificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM
Volume28
Issue number4
DOIs
StatePublished - Feb 5 2014

Keywords

  • Collaborative engineering
  • Complex systems
  • Design architecture
  • Distributed design
  • Impulses
  • Process modeling

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