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Optimal design of systems with standby dependencies
Author(s) -
Ridley L. M.,
Andrews J. D.
Publication year - 1999
Publication title -
quality and reliability engineering international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.913
H-Index - 62
eISSN - 1099-1638
pISSN - 0748-8017
DOI - 10.1002/(sici)1099-1638(199903/04)15:2<103::aid-qre235>3.0.co;2-3
Subject(s) - fault tree analysis , computer science , reliability engineering , event tree analysis , fault model , stuck at fault , markov chain , markov model , tree (set theory) , markov process , fault coverage , fault detection and isolation , engineering , mathematics , statistics , machine learning , mathematical analysis , electronic circuit , actuator , electrical engineering , artificial intelligence
The technique of fault tree analysis is commonly used to assess the probability of failure of industrial systems. The fault tree represents the failure logic of the system in an inverted tree structure and has the advantage that it provides very good documentation of the way that the failure logic was developed. During the analysis of a fault tree the component failures or basic events are assumed to occur independently. When this condition is not satisfied, as in the case of standby systems for example, alternative approaches such as Markov methods can be used. Constructing the state transition diagram required for a Markov model is not such an intuitive process for engineers as fault tree construction, since state transition diagrams do not readily document the failure logic process. This paper introduces a new gate into the fault tree diagram, which enables the reliability analyst to incorporate standby dependencies. The analysis of the fault tree is then performed by identifying the sections of the fault tree which conform to the usual requirements of independence and those which do not. Using a combination of conventional fault tree analysis methods with Markov methods, the analysis of the tree is performed by computer code in a manner that is transparent to the analyst. A similar approach has been developed for the analysis of systems with sequential failures represented by a PRIORITY AND gate on the fault tree diagram. With these extended fault tree capabilities in place, the technique has been embedded within an optimization framework to get the best system performance for systems where failures are dependent. Copyright © 1999 John Wiley & Sons, Ltd.