Remaining useful life estimation: review

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 advan...

Full description

Saved in:
Bibliographic Details
Published in:International journal of system assurance engineering and management 2014-12, Vol.5 (4), p.461-474
Main Authors: Ahmadzadeh, Farzaneh, Lundberg, Jan
Format: Article
Language:English
Subjects:
Drift och underhållsteknik
Engineering
Engineering Economics
Logistics
Marketing
Operation and Maintenance
Organization
Quality Control
Reliability
Review Paper
Safety and Risk
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:0975-6809
0976-4348
0976-4348
DOI:10.1007/s13198-013-0195-0