Knowledge based system for the classification of technical processes

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F01%3A00064767" target="_blank" >RIV/49777513:23520/01:00064767 - 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

Knowledge based system for the classification of technical processes

Popis výsledku v původním jazyce

Classification of the processes is frequently required task in technical diagnostics. The task is to recognise the processes that have occurred during the operation of a device. The recognition is based on data stream measured during the operation. The approach described in this paper uses two steps to handle the problem. In the first stage, technique called the Hidden Markov Models is used to scan the data stream for possible occurrences of the processes. A set of hypotheses is generated by this algorithm. During the second stage a rule-based expert systém is used to verify these hypotheses, connect them together when it is possible, and verify the resulting sequences of processes. The system based on a blacboard architecture is used to control the second stage

Název v anglickém jazyce

Knowledge based system for the classification of technical processes

Popis výsledku anglicky

Classification of the processes is frequently required task in technical diagnostics. The task is to recognise the processes that have occurred during the operation of a device. The recognition is based on data stream measured during the operation. The approach described in this paper uses two steps to handle the problem. In the first stage, technique called the Hidden Markov Models is used to scan the data stream for possible occurrences of the processes. A set of hypotheses is generated by this algorithm. During the second stage a rule-based expert systém is used to verify these hypotheses, connect them together when it is possible, and verify the resulting sequences of processes. The system based on a blacboard architecture is used to control the second stage

Druh

D - Stať ve sborníku

CEP obor

JD - Využití počítačů, robotika a její aplikace

OECD FORD obor

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Projekt

<a href="/cs/project/LN00B096" target="_blank" >LN00B096: Výzkumné centrum aplikované kybernetiky</a><br>

Návaznosti

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

Rok uplatnění

2001

Kód důvěrnosti údajů

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

Název statě ve sborníku

Knowledge based system for the classification of technical processes

ISBN

0852617313

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

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Název nakladatele

University of Glagow

Místo vydání

Glasgow

Místo konání akce

Glasgow

Datum konání akce

1. 1. 2001

Typ akce podle státní příslušnosti

CST - Celostátní akce

Kód UT WoS článku

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