Design of experiments for fitting subsystem metamodels

Research output: Contribution to journalConference article

21 Scopus citations

Abstract

For complex systems, traditional methods of experience-based design are ineffective: the design task must be supported by simulations. Conceptual design and system-level detailed design based on numerical simulation models is limited because of the difficulty in integrating disparate subsystem models to predict overall system behavior. A metamodel-based integration strategy allows simulation results from multiple submodels to be combined into a system-level simulation. The development of a metamodel-based integration strategy for system-level design depends on effective experiment design strategies for fitting and updating subsystem metamodels.

Original languageEnglish (US)
Pages (from-to)303-310
Number of pages8
JournalWinter Simulation Conference Proceedings
DOIs
StatePublished - 1997
EventProceedings of the 1997 Winter Simulation Conference - Atlanta, GA, USA
Duration: Dec 7 1997Dec 10 1997

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Safety, Risk, Reliability and Quality
  • Chemical Health and Safety
  • Applied Mathematics

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