Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Podejmowanie decyzji eksploatacyjnych w oparciu o fuzje{ogonek} różnego typu danych
Luleå tekniska universitet, Institutionen för samhällsbyggnad och naturresurser, Drift, underhåll och akustik.ORCID-id: 0000-0002-4107-0991
Luleå tekniska universitet, Institutionen för samhällsbyggnad och naturresurser, Drift, underhåll och akustik.ORCID-id: 0000-0002-5347-0853
2012 (ikkje fastsett***)Inngår i: Eksploatacja i niezawodnosc - Maintenance and Reliability, ISSN 1507-2711, Vol. 14, nr 2, s. 135-144Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Over the last decade, system integration is applied more as it allows organizations to streamline business processes. A recent development in the asset engineering management is to leverage the investment already made in process control systems. This allows the operations, maintenance, and process control teams to monitor and determine new alarm level based on the physical condition data of the critical machines. Condition-based maintenance (CBM) is a maintenance philosophy based on this massive data collection, wherein equipment repair or replacement decisions depend on the current and projected future health of the equipment. Since, past research has been dominated by condition monitoring techniques for specific applications; the maintenance community lacks a generic CBM implementation method based on data mining of such vast amount of collected data. The methodology would be relevant across different domains. It is necessary to integrate Condition Monitoring (CM) data with management data from CMMS (Computer Maintenance Management Systems) which contains information, such as: component failures, failure information related data, servicing or repairs, and inventory control and so on. These systems are the core of traditional scheduled maintenance practices and rely on bulk observations from historical data to make modifications to regulated maintenance actions. The most obvious obstacle in the integration of CMMS, process and CM data is the disparate nature of the data types involved, and there have benn several attempts to remedy this problem. Although, there have been many recent efforts to collect and maintain large repositories of these types of data, there have been relatively few studies to identify the ways these to datasets could be related. This paper attempts to fulfill that need by proposing a combined data mining-based methodology for CBM considering CM data and Historical Maintenance Management data. It shows a system integration of physical and management data that also supports business intelligence and data mining where data sets can be combined in non-traditional ways.

sted, utgiver, år, opplag, sider
2012. Vol. 14, nr 2, s. 135-144
HSV kategori
Forskningsprogram
Drift och underhållsteknik
Identifikatorer
URN: urn:nbn:se:ltu:diva-5989Lokal ID: 4300042c-6016-41cf-8e50-fad5fd878cecOAI: oai:DiVA.org:ltu-5989DiVA, id: diva2:978865
Merknad
Godkänd; 2012; 20120410 (ysko)Tilgjengelig fra: 2016-09-29 Laget: 2016-09-29 Sist oppdatert: 2018-04-16bibliografisk kontrollert

Open Access i DiVA

fulltekst(942 kB)27 nedlastinger
Filinformasjon
Fil FULLTEXT01.pdfFilstørrelse 942 kBChecksum SHA-512
48f82070e7dec5cdab4f4fbcd7367e885b449032ad7f18bd3c24f5e0684ab56fff2bc75199aba346c1b5ff5bf406241c243e53aafc560e5eb32a2c85f03ea889
Type fulltextMimetype application/pdf

Andre lenker

http://ein.org.pl/indexuk.htm

Personposter BETA

Galar, DiegoGustafson, Anna

Søk i DiVA

Av forfatter/redaktør
Galar, DiegoGustafson, Anna
Av organisasjonen

Søk utenfor DiVA

GoogleGoogle Scholar
Totalt: 27 nedlastinger
Antall nedlastinger er summen av alle nedlastinger av alle fulltekster. Det kan for eksempel være tidligere versjoner som er ikke lenger tilgjengelige

urn-nbn

Altmetric

urn-nbn
Totalt: 69 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf