- Library Home /
- Search Collections /
- Open Collections /
- Browse Collections /
- International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP) (12th : 2015) /
- Building probability of detection curves via metamodels
Open Collections
International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP) (12th : 2015)
Building probability of detection curves via metamodels Browne, Thomas; Le Gratiet, Loïc; Blatman, Géraud; Cordeiro, Sara; Goursaud, Benjamin; Iooss, Bertrand; Maurice, Léa
Abstract
Probability of Detection (POD) curves is a standard tool in several industries to evaluate the performance of Non Destructive Testing (NDT) procedures. However, the classical methods for POD determination rely on strong statistical assumptions (linearity, residuals normality and homoscedasticity). In the context of numerical POD estimation (with data coming from numerical simulations of the system), we study classic and novel model-based approaches. Applications are performed on Eddy Current Non Destructive Examination numerical data.
Item Metadata
| Title |
Building probability of detection curves via metamodels
|
| Creator | |
| Contributor | |
| Date Issued |
2015-07
|
| Description |
Probability of Detection (POD) curves is a standard tool in several industries to evaluate
the performance of Non Destructive Testing (NDT) procedures. However, the classical methods for POD
determination rely on strong statistical assumptions (linearity, residuals normality and homoscedasticity).
In the context of numerical POD estimation (with data coming from numerical simulations of the system),
we study classic and novel model-based approaches. Applications are performed on Eddy Current Non
Destructive Examination numerical data.
|
| Genre | |
| Type | |
| Language |
eng
|
| 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.
|
| Date Available |
2015-05-25
|
| Provider |
Vancouver : University of British Columbia Library
|
| Rights |
Attribution-NonCommercial-NoDerivs 2.5 Canada
|
| DOI |
10.14288/1.0076167
|
| 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.
|
| Peer Review Status |
Unreviewed
|
| Scholarly Level |
Other
|
| Rights URI | |
| Aggregated Source Repository |
DSpace
|
Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivs 2.5 Canada