Simulation Model Validation: Airport Applications

by William J. Dunlay, Jr., (M.ASCE), Sr. Consultant; Peat, Marwick, Mitchell & Co., P.O. Box 8007, San Francisco, Calif. 94128,


Serial Information: Transportation Engineering Journal of ASCE, 1981, Vol. 107, Issue 4, Pg. 401-412


Document Type: Journal Paper

Abstract: A procedure is presented for validating an airport simulation model. The emphasis is on basic principles of validation and inherent problems in comparing simulation model estimates with observable real-world data. The validation procedure consists of three major steps: (1) An evaluation of model logic, assumptions, inputs, and outputs; (2) a sensitivity analysis of the model estimates; and (3) a comparison of model estimates with observed data. An examination is presented of two important statistical considerations for simulation models: auto-correlation and model convergence. Guidelines are given for interpreting the results of statistical hypothesis tests.

Subject Headings: Simulation models | Data processing | Validation | Sensitivity analysis | Airports and airfields | Statistics | Model analysis | Comparative studies

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