Advancing the Application of Design of Experiments to Synthetic Theater Operations Research Model Data

Abstract

The Navy uses simulation-based campaign analysis to help measure risk for investment options for equipping, supplying, maintaining, and employing naval forces. The Synthetic Theater Operations Research Model (STORM) is a stochastic simulation model used to support campaign analysis by the U.S. Navy. Building, testing, running, and analyzing campaign scenarios in STORM can be a complex time-consuming process. The goal of this research is to apply Design of Experiment methods in the selection and creation of design points to minimize the number of modeling runs required for meaningful comparisons. Another objective is to understand how best these methods can complement traditional baseline and excursion modeling.

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Document Details

Document Type
Technical Report
Publication Date
Mar 11, 2022
Accession Number
AD1191921

Entities

People

  • Mary L. Mcdonald
  • Stephen L Upton
  • Susan M. Sanchez

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Air Platforms
  • C4I
  • Energy and Power Technologies
  • Ground and Sea Platforms
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Launched
  • Algorithms
  • Business Administration
  • California
  • Command And Control
  • Composite Materials
  • Computer Simulations
  • Computers
  • Data Science
  • Department Of Defense
  • Experimental Design
  • Factorial Design
  • Geography
  • Information Science
  • Lessons Learned
  • Military Operations
  • Military Research
  • Operations Research
  • Simulations
  • Statistics
  • Surface Launched

Readers

  • Computational Modeling and Simulation
  • Maritime and Naval Warfare Studies
  • Systems Analysis and Design