Basic Research in Reliability for Real Systems.

Abstract

The Event-Based Reliability Model (EBRM) was developed to model and analyze the reliability of a network in which component failures are statistically dependent. In EBRM, the events that could cause component failures were modeled explicitly. This approach had the great advantage that it required much less parameters than the traditional model employing conditional probabilities. The EBRM was also proved to be a completely general model which could be applied to any kind of failure dependencies. For reliability evaluations, many existing algorithms for computing network reliability could be used with minor modifications and no significant increase in computational complexity. An improved algorithm for the appropriate evaluation of network performance was alos developed. For multi-state systems, ordered enumeration was used to approximate and bound system reliabilities and other performance measures, and an efficient algorithm was developed for this purpose. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jul 14, 1985
Accession Number
ADA159100

Entities

People

  • V. O. K. Li

Organizations

  • University of Southern California

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Computational Complexity
  • Mathematics
  • Probability
  • Reliability
  • Test And Evaluation

Fields of Study

  • Engineering

Readers

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  • Computational Modeling and Simulation
  • Inertial Navigation Systems.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms