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Remaining useful life estimation: Review
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.
2014 (English)In: International Journal of Systems Assurance Engineering and Management, ISSN 0975-6809, E-ISSN 0976-4348, Vol. 5, no 4, p. 461-474Article in journal (Refereed) Published
Abstract [en]

This paper reviews the recent modelling developments in estimating the remaining useful life (RUL) of industrial systems. The RUL estimation models are categorized into experimental, data driven, physics based and hybrid approaches. The paper reviews some typical approaches and discusses their advantages and disadvantages. According to the literature, the selection of the best model depends on the level of accuracy and availability of data. In cases of quick estimations which are less accurate, the data driven method is preferred, while the physics based approach is applied when the accuracy of estimation is important.

Place, publisher, year, edition, pages
2014. Vol. 5, no 4, p. 461-474
National Category
Other Civil Engineering
Research subject
Operation and Maintenance
Identifiers
URN: urn:nbn:se:ltu:diva-3684DOI: 10.1007/s13198-013-0195-0Local ID: 18262585-14db-463d-a19a-4e5ef3bb435dOAI: oai:DiVA.org:ltu-3684DiVA: diva2:976543
Note
Validerad; 2014; 20130708 (farahm)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2017-11-24Bibliographically approved

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Ahmadzadeh, FarzanehLundberg, Jan
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