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Determination of potential failure initiation time using cumulative sum chart
Linnaeus University, Faculty of Technology, Department of Mechanical Engineering. (Systemekonomi)
2016 (English)In: IFAC-PapersOnLine / [ed] Christos Emmanouilidis, Benoît Iung, Marco Macchi and François Pérès, Elsevier, 2016, Vol. 49:28, 43-48 p.Conference paper, Published paper (Refereed)
Abstract [en]

Hard competition forces companies to reduce uncertainty in production planning through, e.g. reducing the probability of failures. In this paper, more accurate data analysis through reducing randomness in vibration measurements is introduced. Quality control tool Cumulative Sum (Cusum) Chart is adapted for monitoring variation in vibration level to determine the time of potential failure initiation. The result confirms the possibility of reducing false alarms arise due to randomness in vibration signals. The major conclusion; applying Cusum chart it is possible to determine the time of initiation of a potential failure for follow up its progression and accurate planning of maintenance.

Place, publisher, year, edition, pages
Elsevier, 2016. Vol. 49:28, 43-48 p.
Series
IFAC-PapersOnLine, ISSN 2405-8963
Keyword [en]
Condition Monitoring, Failure Consequences, Identification of the Time of a Potential Failure Initiation
National Category
Reliability and Maintenance Business Administration
Research subject
Technology (byts ev till Engineering), Terotechnology
Identifiers
URN: urn:nbn:se:lnu:diva-59119DOI: 10.1016/j.ifacol.2016.11.008ISI: 000401258400008OAI: oai:DiVA.org:lnu-59119DiVA: diva2:1057616
Conference
3rd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology AMEST 2016 Biarritz, France, 19—21 October 2016
Available from: 2016-12-19 Created: 2016-12-19 Last updated: 2017-07-18Bibliographically approved

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CiteExportLink to record
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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf