About: Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models

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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 distributed intelligent control systems based on multi-agent systems paradigm bring many important features, including their flexibility and extensibility. These features are even more apparent when the agents use ontologies as a base for their knowledge management - such ontologies can be regarded as models that to some degree drive the operation of the system. However, much of the information from knowledge bases of agents can be used also for other important ability of a control system - the diagnostics. In this paper, we demonstrate and discuss two approaches to diagnostics - one based on description logic reasoning and the other one based on Hidden Markov Models. Both of these approaches are illustrated on sample scenario from a transportation system. The distributed intelligent control systems based on multi-agent systems paradigm bring many important features, including their flexibility and extensibility. These features are even more apparent when the agents use ontologies as a base for their knowledge management - such ontologies can be regarded as models that to some degree drive the operation of the system. However, much of the information from knowledge bases of agents can be used also for other important ability of a control system - the diagnostics. In this paper, we demonstrate and discuss two approaches to diagnostics - one based on description logic reasoning and the other one based on Hidden Markov Models. Both of these approaches are illustrated on sample scenario from a transportation system. (en)
Title	Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models (en)
skos:prefLabel	Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models (en)
skos:notation	RIV/68407700:21230/12:00194499!RIV13-MSM-21230___
http://linked.open...avai/predkladatel	Fakulta elektrotechnická
http://linked.open...avai/riv/aktivita	S Z
http://linked.open...avai/riv/aktivity	S, Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Kadera, Petr Obitko, Marek Jirkovský, Václav Vrba, Pavel
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	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	130964
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00194499
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Intelligent Knowledge-Based Systems; Agents; Diagnostics; Markov Models; Distributed Control; Semantics; Ontologies; Description Logic (en)
http://linked.open.../riv/klicoveSlovo	Ontologies Semantics Diagnostics Description Logic Distributed Control Intelligent Knowledge-Based Systems Markov Models Agents
http://linked.open...ontrolniKodProRIV	[F5C143B07E1F]
http://linked.open...v/mistoKonaniAkce	Bucharest
http://linked.open...i/riv/mistoVydani	Budapest
http://linked.open...i/riv/nazevZdroje	Proceedings of the 14th IFAC Symposium on Information Control Problems in Manufacturing
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Vrba, Pavel Jirkovský, Václav Kadera, Petr Obitko, Marek
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-05-23 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III
issn	1474-6670
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.3182/20120523-3-RO-2023.00124
http://purl.org/ne...btex#hasPublisher	IFAC
https://schema.org/isbn	978-3-902661-98-2
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Diagnostics of Distributed Intelligent Control Systems: Reasoning using Ontologies and Hidden Markov Models

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