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Data stream mining for increased functional product availability awareness
Division of Computer Aided Design, Luleå University of Technology, Luleå, Sweden.
Division of Computer Aided Design, Luleå University of Technology, Luleå, Sweden.ORCID-id: 0000-0002-2014-1308
Division of Computer Aided Design, Luleå University of Technology, Luleå, Sweden.
Division of Computer Aided Design, Luleå University of Technology, Luleå, Sweden.
2011 (Engelska)Ingår 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] Hesselbach, J. & Herrmann, C., Springer Berlin/Heidelberg, 2011, s. 237-241Konferensbidrag, Publicerat paper (Refereegranskat)
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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.

Ort, förlag, år, upplaga, sidor
Springer Berlin/Heidelberg, 2011. s. 237-241
Nyckelord [en]
Functional Products; Data Stream Mining; Availability
Nationell ämneskategori
Datavetenskap (datalogi) Maskinteknik
Forskningsämne
Datavetenskap; Maskinteknik
Identifikatorer
URN: urn:nbn:se:oru:diva-50812DOI: 10.1007/978-3-642-19689-8_42ISBN: 978-3-642-19688-1 (tryckt)ISBN: 978-3-642-19689-8 (tryckt)OAI: oai:DiVA.org:oru-50812DiVA, id: diva2:936993
Konferens
3rd CIRP International Conference on Industrial Product Service Systems, Technische Universität Braunschweig, Braunschweig, Germany, May 5-6, 2011
Tillgänglig från: 2016-06-14 Skapad: 2016-06-14 Senast uppdaterad: 2020-01-23Bibliografiskt granskad

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Totalt: 428 träffar
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