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International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP) (12th : 2015)
Risk-based decision making for deterioration processes using POMDP Nielsen, Jannie S.; Sørensen, John Dalsgaard
Abstract
This paper proposes a method for risk-based decision making for maintenance of deteriorating components, based on the partially observable Markov decision process (POMDP). Unlike most methods, the decision polices do not need to be stationary and can vary according to seasons and near the end of the lifetime. The approach is demonstrated through two examples, and the total expected costs are similar to those of another efficient method.
Item Metadata
| Title |
Risk-based decision making for deterioration processes using POMDP
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| Creator | |
| Contributor | |
| Date Issued |
2015-07
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| Description |
This paper proposes a method for risk-based decision making for maintenance of deteriorating
components, based on the partially observable Markov decision process (POMDP). Unlike most
methods, the decision polices do not need to be stationary and can vary according to seasons and near the
end of the lifetime. The approach is demonstrated through two examples, and the total expected costs are
similar to those of another efficient method.
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| Genre | |
| Type | |
| Language |
eng
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| Notes |
This collection contains the proceedings of ICASP12, the 12th International Conference on Applications of Statistics and Probability in Civil Engineering held in Vancouver, Canada on July 12-15, 2015. Abstracts were peer-reviewed and authors of accepted abstracts were invited to submit full papers. Also full papers were peer reviewed. The editor for this collection is Professor Terje Haukaas, Department of Civil Engineering, UBC Vancouver.
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| Date Available |
2015-05-20
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| Provider |
Vancouver : University of British Columbia Library
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| Rights |
Attribution-NonCommercial-NoDerivs 2.5 Canada
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| DOI |
10.14288/1.0076132
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| URI | |
| Affiliation | |
| Citation |
Haukaas, T. (Ed.) (2015). Proceedings of the 12th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP12), Vancouver, Canada, July 12-15.
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| Peer Review Status |
Unreviewed
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| Scholarly Level |
Faculty
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| Rights URI | |
| Aggregated Source Repository |
DSpace
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Rights
Attribution-NonCommercial-NoDerivs 2.5 Canada