Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F14%3A00431323" target="_blank" >RIV/67985556:_____/14:00431323 - isvavai.cz</a>
Alternative codes found
RIV/48361143:_____/14:#0000025
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic
Original language description
The use of Bayesian methods in dynamic assessment of system reliability is inevitably limited by compu- tational dif?culties arising from non-conjugate prior distributions. This contribution proposes an alternative framework, based on the combination ofBayesian 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 levelof 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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/7D12004" target="_blank" >7D12004: Probabilistic distributed industrial system monitor</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO)
ISBN
978-989-758-039-0
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
133-139
Publisher name
Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place of publication
Lisabon, Portugalsko
Event location
Vien
Event date
Sep 1, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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