Design of Experiments for Fitting Subsystem Metamodels

For complex systems, traditional methods of experiencebased 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.

• Type: Conference
• Year: 1997
• Where: WSC
• Authors: Russell R. Barton
• Keywords: Metamodel-based Integration Strategy, Modeling And Simulation, System-level Design, System-level Detailed Design, WSC 1997