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Maintenance Analytics: The New Know in Maintenance
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.
eMaintenance365 AB.
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.
Number of Authors: 4
2016 (English)In: IFAC-PapersOnLine, ISSN 2405-8963, Vol. 49, no 28, 214-219 p.Article in journal (Refereed) Published
Abstract [en]

Decision-making in maintenance has to be augmented to instantly understand and efficiently act, i.e. the new know. The new know in maintenance needs to focus on two aspects of knowing: 1) what can be known and 2) what must be known, in order to enable the maintenance decision-makers to take appropriate actions. Hence, the purpose of this paper is to propose a concept for knowledge discovery in maintenance with focus on Big Data and analytics. The concept is called Maintenance Analytics (MA). MA focuses in the new knowledge discovery in maintenance. MA addresses the process of discovery, understanding, and communication of maintenance data from four time-related perspectives, i.e. 1) “Maintenance Descriptive Analytics (monitoring)”; 2) “Maintenance Diagnostic Analytics”; 3) “Maintenance Predictive Analytics”; and 4) “Maintenance Prescriptive analytics”.

Place, publisher, year, edition, pages
2016. Vol. 49, no 28, 214-219 p.
National Category
Other Civil Engineering
Research subject
Operation and Maintenance
Identifiers
URN: urn:nbn:se:ltu:diva-35778DOI: 10.1016/j.ifacol.2016.11.037ScopusID: 2-s2.0-85006409831Local ID: a729f962-6eef-4c50-b419-f949d1c91a6bOAI: oai:DiVA.org:ltu-35778DiVA: diva2:1009032
Conference
IFAC Workshop on Advanced Maintenance Engineering, Service and Technology : 19/10/2016 - 21/10/2016
Note

Konferensartikel i tidskrift 2016-12-19 (andbra)

Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2017-01-09Bibliographically approved

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Karim, RaminWesterberg, JesperKumar, UdayGalar, Diego
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