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Description
  • Within the industrial domain including manufacturing a lot of various data is produced. For exploiting the data for lower level control as well as for the upper levels such as MES systems or virtual enterprises, the traditional business intelligence methods are becoming insufficient. At the same time, especially within internet companies, the Big Data paradigm is getting higher popularity due to the possibility of handling variety of large volume of quickly generated data, including their analysis and immediate actions. We discuss Big Data challenges in industrial automation domain, including describing and reviewing relevant applications and features. We pay special attention to the use of semantics and multi-agent systems. We also describe possible next steps for Big Data adoption within industrial automation and manufacturing.
  • Within the industrial domain including manufacturing a lot of various data is produced. For exploiting the data for lower level control as well as for the upper levels such as MES systems or virtual enterprises, the traditional business intelligence methods are becoming insufficient. At the same time, especially within internet companies, the Big Data paradigm is getting higher popularity due to the possibility of handling variety of large volume of quickly generated data, including their analysis and immediate actions. We discuss Big Data challenges in industrial automation domain, including describing and reviewing relevant applications and features. We pay special attention to the use of semantics and multi-agent systems. We also describe possible next steps for Big Data adoption within industrial automation and manufacturing. (en)
Title
  • Big Data Challenges in Industrial Automation
  • Big Data Challenges in Industrial Automation (en)
skos:prefLabel
  • Big Data Challenges in Industrial Automation
  • Big Data Challenges in Industrial Automation (en)
skos:notation
  • RIV/68407700:21230/13:00207235!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita
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  • N
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  • 63325
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/13:00207235
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  • Big Data; Large Scale Data; Industrial Automation; Manufacturing; Transportation; Smart Grid; Internet of Things; Plant Data; Semantics; Agents (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B027FF6B312B]
http://linked.open...v/mistoKonaniAkce
  • Prague
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 6th International Conference on Industrial Applications of Holonic and Multi-Agent Systems
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http://linked.open...iv/tvurceVysledku
  • Jirkovský, Václav
  • Obitko, Marek
  • Bezdíček, J.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-40090-2_27
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  • Springer-Verlag
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  • 978-3-642-40089-6
http://localhost/t...ganizacniJednotka
  • 21230
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