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Data stream mining for increased functional product availability awareness
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Product and Production Development.
Luleå University of Technology, Department of Engineering Sciences and Mathematics.ORCID iD: 0000-0002-2014-1308
Luleå University of Technology, Department of Engineering Sciences and Mathematics.
Luleå University of Technology, Department of Engineering Sciences and Mathematics.ORCID iD: 0000-0002-2342-1647
2011 (English)In: 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, p. 237-241Conference paper, Published paper (Refereed)
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.

Place, publisher, year, edition, pages
Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2011. p. 237-241
National Category
Other Mechanical Engineering
Research subject
Computer Aided Design
Identifiers
URN: urn:nbn:se:ltu:diva-28256DOI: 10.1007/978-3-642-19689-8_42Local ID: 1fd91d5b-37b1-4711-9a04-5679ecea046fISBN: 978-3-642-19688-1 (print)ISBN: 978-3-642-19689-8 (electronic)OAI: oai:DiVA.org:ltu-28256DiVA, id: diva2:1001451
Projects
Fastelaboratoriet - VINNEXC
Note
Godkänd; 2011; 20110223 (magkar)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-05-29Bibliographically approved

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Alzghoul, AhmadLöfstrand, MagnusKarlsson, LennartKarlberg, Magnus

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CiteExportLink to record
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  • apa
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