Probabilistic reasoning in service of condition monitor

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F48361143%3A_____%2F14%3A%230000021" target="_blank" >RIV/48361143:_____/14:#0000021 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Probabilistic reasoning in service of condition monitor

Popis výsledku v původním jazyce

Nowadays practically all control systems include at least some elements of maintenance support and condition monitoring. Putting them together to create a consistent and transparent system is far from being a commonplace. Our contribution presents a common effort of an international consortium, developing a novel probabilistic condition monitoring framework. The research tasks can be divided into two groups: (i) probabilistic evaluation of health of single components of the control system, such as measured signals, actuators, hardware units, and others, and (ii) hierarchical propagation and compounding of the related uncertain health information into a clear continuous notice to operators or maintenance personnel. The paper depicts possibilities of utilization of the so called subjective logic to accomplish the second task. The main objective of the methodology is to provide simplified outputs based on complex artificial reasoning. Repetitive utilization of subjective logic operators a

Název v anglickém jazyce

Probabilistic reasoning in service of condition monitor

Popis výsledku anglicky

Nowadays practically all control systems include at least some elements of maintenance support and condition monitoring. Putting them together to create a consistent and transparent system is far from being a commonplace. Our contribution presents a common effort of an international consortium, developing a novel probabilistic condition monitoring framework. The research tasks can be divided into two groups: (i) probabilistic evaluation of health of single components of the control system, such as measured signals, actuators, hardware units, and others, and (ii) hierarchical propagation and compounding of the related uncertain health information into a clear continuous notice to operators or maintenance personnel. The paper depicts possibilities of utilization of the so called subjective logic to accomplish the second task. The main objective of the methodology is to provide simplified outputs based on complex artificial reasoning. Repetitive utilization of subjective logic operators a

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

<a href="/cs/project/7D12004" target="_blank" >7D12004: Pravděpodobnostní monitor distribuovaného průmyslového systému</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

The Eleventh International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2014)

ISBN

9781634395052

ISSN

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e-ISSN

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Počet stran výsledku

9

Strana od-do

757-765

Název nakladatele

BINDT

Místo vydání

Manchester

Místo konání akce

Manchester

Datum konání akce

1. 1. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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