Automated Qualitative Modeling of Dynamic Physical Systems

Abstract

This report describes MM, a computer program that can model a variety of mechanical and fluid systems. It addresses several issues: What is the appropriate input to the modeling process? How should the search for models be organized? What evidence can be brought to bear to constrain the task? MM takes as input both a description of the structure of the system to be modeled and a trace of the system's behavior. The structure can be represented by 2D line drawings augmented with some additional information, or by component types and their interconnections, or both. The behavior trace provides the program with qualitative information about the behavior that the user wishes to capture with a model.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1993
Accession Number
ADA270835

Entities

People

  • Jonathan Amsterdam

Organizations

  • Massachusetts Institute of Technology

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Complex Systems
  • Computer Programs
  • Computers
  • Dc Motors
  • Differential Equations
  • Energy
  • Energy Storage
  • Energy Transfer
  • Engineering
  • Equations
  • Fluid Flow
  • Geometry
  • Recognition
  • Scientific Theories
  • Simulators
  • Two Dimensional

Readers

  • Computational Modeling and Simulation
  • Computer Science.
  • Electrical Engineering