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Data stream mining for increased functional product availability awareness
Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik, Produkt- och produktionsutveckling.
Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik.ORCID-id: 0000-0002-2014-1308
Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik.
Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik.ORCID-id: 0000-0002-2342-1647
2011 (engelsk)Inngår i: Functional Thinking for Value Creation: Proceedings of the 3rd CIRP International Conference on Industrial Product Service Systems, Technische Universität Braunschweig, Braunschweig, Germany, May 5th - 6th, 2011 / [ed] Jürgen Hesselbach; Christoph Herrmann, Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2011, s. 237-241Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Functional Products (FP) and Product Service Systems (PSS) may be seen as integrated systems comprising hardware and support services. For such offerings, availability is key. Little research has been done on integrating Data Stream Management Systems (DSMS) for monitoring (parts of) a FP to improve system availability. This paper introduces an approach for how data stream mining may be applied to monitor hardware being part of a Functional Product. The result shows that DSMS have the potential to significantly support continuous availability awareness of industrial systems, especially important when the supplier is to supply a function with certain availability.

sted, utgiver, år, opplag, sider
Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2011. s. 237-241
HSV kategori
Forskningsprogram
Datorstödd maskinkonstruktion
Identifikatorer
URN: urn:nbn:se:ltu:diva-28256DOI: 10.1007/978-3-642-19689-8_42Lokal ID: 1fd91d5b-37b1-4711-9a04-5679ecea046fISBN: 978-3-642-19688-1 (tryckt)ISBN: 978-3-642-19689-8 (digital)OAI: oai:DiVA.org:ltu-28256DiVA, id: diva2:1001451
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Fastelaboratoriet - VINNEXC
Merknad
Godkänd; 2011; 20110223 (magkar)Tilgjengelig fra: 2016-09-30 Laget: 2016-09-30 Sist oppdatert: 2018-05-29bibliografisk kontrollert

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Alzghoul, AhmadLöfstrand, MagnusKarlsson, LennartKarlberg, Magnus

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