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  4. An MTConnect ontology for semantic industrial machine sensor analytics
 
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2018
Conference Paper
Title

An MTConnect ontology for semantic industrial machine sensor analytics

Abstract
The vision of moving towards more autonomous systems in the industrial domain requires the efficient use of information. The frequent absence of well described assets and the poorly structured and non-available live data is considered as one of the main roadblocks towards this future. This paper addresses the issues by creating an ontology for MTConnect standard. MTConnect provides the basis to describe machines , their device structure including sensors and their measurement values. The ontology is tested using live data and we further provided multiple queries to execute certain machine health tests.
Author(s)
Alvanou, Glykeria
Smart Data Analytics, University of Bonn/Germany
Lytra, Ioanna  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Petersen, Niklas  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Mainwork
4th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW), the 2nd Workshop on Semantic Web solutions for large-scale biomedical data analytics (SeWeBMeDA), and the Workshop on Semantic Web of Things for Industry 4.0 (SWeTI) 2018. Proceedings. Online resource  
Project(s)
LIMBO
Industrial Data Space
Funder
Bundesministerium für Verkehr und digitale Infrastruktur BMVI (Deutschland)  
Bundesministerium für Bildung und Forschung BMBF (Deutschland)  
Conference
Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW) 2018  
Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics (SeWeBMeDA) 2018  
Workshop on Semantic Web of Things for Industry 4.0 (SWeTI) 2018  
European Semantic Web Conference (ESWC) 2018  
File(s)
Download (249.4 KB)
Rights
Use according to copyright law
DOI
10.24406/publica-fhg-402514
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Keyword(s)
  • industry 4.0

  • MTConnect standard

  • industrial control system

  • Ontology

  • semantic technology

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