About: Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The use of Bayesian methods in dynamic assessment of system reliability is inevitably limited by compu- tational difﬁculties arising from non-conjugate prior distributions. This contribution proposes an alternative framework, based on the combination of Bayesian methods and the subjective logic. The advantage of the former - consistent and exhaustive representation of available statistical knowledge, is extended by the latter, allowing computationally feasible combination of this knowledge at any level of the observed system using logic operations. The resulting methodology is currently under development in order to enlarge the capability of an intended novel industrial hierarchical condition monitoring system. The use of Bayesian methods in dynamic assessment of system reliability is inevitably limited by compu- tational difﬁculties arising from non-conjugate prior distributions. This contribution proposes an alternative framework, based on the combination of Bayesian methods and the subjective logic. The advantage of the former - consistent and exhaustive representation of available statistical knowledge, is extended by the latter, allowing computationally feasible combination of this knowledge at any level of the observed system using logic operations. The resulting methodology is currently under development in order to enlarge the capability of an intended novel industrial hierarchical condition monitoring system. (en)
Title	Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic (en)
skos:prefLabel	Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic (en)
skos:notation	RIV/67985556:_____/14:00431323!RIV15-AV0-67985556
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(7D12004)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Dedecius, Kamil
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	19039
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/14:00431323
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Bayesian analysis; subjective logic; reliability (en)
http://linked.open.../riv/klicoveSlovo	subjective logic reliability Bayesian analysis
http://linked.open...ontrolniKodProRIV	[15147BCA5E8A]
http://linked.open...v/mistoKonaniAkce	Vien
http://linked.open...i/riv/mistoVydani	Lisabon, Portugalsko
http://linked.open...i/riv/nazevZdroje	Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO)
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Probabilistic distributed industrial system monitor
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Dedecius, Kamil Ettler, P.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-09-01 (xsd:date)
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
https://schema.org/isbn	978-989-758-039-0

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