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Assessing system reliability through binary decision diagrams using bayesian techniques.

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posted on 18.09.2008 by J.D. Andrews, Jake Ansell, Pingchuan Ma, Michael Phillips
Binary Decision Diagrams (BDDs) have been shown to be efficient for the numerical evaluation of the reliability of complex systems. They achieve exact results where Fault Tree Analysis could generally produce only bounds. In this paper the approach to systems evaluation using a Bayesian method in conjunction with BDDs is explored. The advantages of the approach are discussed with respect to both efficiency and the ability to deal with dependency within the system in a natural manner. As an illustration a simple pump configuration is considered which features a dependency. The results demonstrate both the flexibility of the approach and the ease of dealing with the additional complexity of dependency.

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering

Department

  • Aeronautical and Automotive Engineering

Citation

ANDREWS, J.D....[et al.], 2005. Assessing system reliability through binary decision diagrams using bayesian techniques. IN: Proceedings of the 16th Advances in Reliability Technology Symposium (ARTS), Loughborough University, UK, April 2005, pp 65-74

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© Loughborough University

Publication date

2005

Notes

This is a conference paper.

Language

en

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