A Numerical Technique for the Hierarchical Evaluation of Large, Closed Fault-Tolerant Systems

Abstract

This report describes a new technique for predicting the reliability of large, closed, fault-tolerant systems that overcomes significant shortfalls inherent in the reliability prediction tools commonly used today by systems developers. This new technique deals effectively with the problems of large state space and the introduction of coverages at all levels in the design hierarchy. A preliminary version of a tool using this technique has been developed that runs efficiently on a personal computer, in terms of both time and required resources. This achievement is made possible through the use of semi-Markov models to model each level in the hierarchy, and an innovative numerical technique which combines the models from any given level for use at the next higher level. The accuracy of the tool has been validated through comparative analytical calculations and Monte Carlo simulations.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1989
Accession Number
ADA259891

Entities

People

  • D. A. Lee Jr.
  • D. Rennels
  • G. C. Gillery
  • Juliana Abraham

Organizations

  • The Aerospace Corporation

Tags

Communities of Interest

  • Space

DTIC Thesaurus Topics

  • Accuracy
  • Air Force
  • Classification
  • Complex Systems
  • Computer Science
  • Computers
  • Corporations
  • Engineering
  • Hierarchies
  • Markov Models
  • Models
  • Monte Carlo Method
  • Reliability
  • Security
  • Simulations
  • Space Systems
  • Warning Systems

Fields of Study

  • Engineering

Readers

  • Computational Modeling and Simulation
  • Parallel and Distributed Computing.
  • Systems Analysis and Design

Technology Areas

  • Space