Uncertainty theory as a basis for belief reliability
Identifieur interne : 000000 ( France/Analysis ); suivant : 000001Uncertainty theory as a basis for belief reliability
Auteurs : Zhiguo Zeng [France] ; Rui Kang [États-Unis] ; Meilin Wen ; Enrico Zio [France]Source :
- Information Sciences [ 0020-0255 ] ; 2018-03.
English descriptors
Abstract
Belief reliability is a newly developed, model-based reliability metric which considers both what we know (expressed as reliability models) and what we don't know (expressed as epistemic uncertainty in the reliability models) about the reliability. In this paper, we show that due to the explicit representation of epistemic uncertainty, belief reliability should not be regarded as a probability measure; rather, it should be treated as an uncertain measure in uncertainty theory. A minimal cut set-based method is developed to calculate the belief reliability of coherent systems. A numerical algorithm is, then, presented for belief reliability analysis based on fault tree models. The results of application show that the developed methods require less computations than the structure function-based method of classical reliability theory.
Url:
DOI: 10.1016/j.ins.2017.10.050
Affiliations:
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type="datePub">2018-03</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>Reliability</term><term>belief reliability</term><term>epistemic uncertainty</term><term>fault tree</term><term>uncertainty theory</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Belief reliability is a newly developed, model-based reliability metric which considers both what we know (expressed as reliability models) and what we don't know (expressed as epistemic uncertainty in the reliability models) about the reliability. In this paper, we show that due to the explicit representation of epistemic uncertainty, belief reliability should not be regarded as a probability measure; rather, it should be treated as an uncertain measure in uncertainty theory. A minimal cut set-based method is developed to calculate the belief reliability of coherent systems. A numerical algorithm is, then, presented for belief reliability analysis based on fault tree models. The results of application show that the developed methods require less computations than the structure function-based method of classical reliability theory.</div></front></TEI><affiliations><list><country><li>France</li><li>États-Unis</li></country><region><li>Pennsylvanie</li></region><settlement><li>Pittsburgh</li></settlement><orgName><li>Université de Pittsburgh</li></orgName></list><tree><noCountry><name sortKey="Wen, Meilin" sort="Wen, Meilin" uniqKey="Wen M" first="Meilin" last="Wen">Meilin Wen</name></noCountry><country name="France"><noRegion><name sortKey="Zeng, Zhiguo" sort="Zeng, Zhiguo" uniqKey="Zeng Z" first="Zhiguo" last="Zeng">Zhiguo Zeng</name></noRegion><name sortKey="Zio, Enrico" sort="Zio, Enrico" uniqKey="Zio E" first="Enrico" last="Zio">Enrico Zio</name></country><country name="États-Unis"><region name="Pennsylvanie"><name sortKey="Kang, Rui" sort="Kang, Rui" uniqKey="Kang R" first="Rui" last="Kang">Rui Kang</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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