EFAST analysis applied to a PA model for a generic HLW repository in clay
Creators
- 1. Gesellschaft fuer Anlagen- und Reaktorsicherheit (GRS) mbH, Final Repository Safety Research Division, Theodor-Heuss-Strasse 4, 38122 Braunschweig (Germany)
Description
This paper contributes to the investigation whether sophisticated methods, i.e., the EFAST method are suitable for use in long-term safety assessments of geological repositories for radioactive wastes and also whether they provide deeper insight into a repository system than less sophisticated methods such as rank-based regression or correlation or non-parametric methods, scatterplots or CSM plots. A generic test case for a HLW repository in a clay formation was selected. Despite the skewed and heavily tailed distribution of the model output, the EFAST results were surprisingly good compared to results previously obtained for a repository in rock salt. The important difference between the PA models in clay and salt is that the former produces a less skewed and less scattered distribution of the annual dose than the latter. As a result, the variance of the model output and the sensitivity indices are more stable. For the considered model, the EFAST method yields quantitative information about the parameter importance that cannot be obtained using linear regression, correlation or graphical methods. It is therefore a valuable tool, especially in combination with other sensitivity analysis methods. - Highlights: ► The reliability of EFAST results is examined by studying in particular the influence of sample size. ► The EFAST results are compared to the ones of rank-based regression and correlation methods. ► The EFAST results are also compared to the ones of scatterplots and CSM plots. ► The EFAST method can produce continuative information about parameter importance. ► Distribution of the model output can greatly influence the performance of the EFAST method.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.ress.2012.04.012Additional details
Identifiers
- DOI
- 10.1016/j.ress.2012.04.012;
- PII
- S0951-8320(12)00105-6;
Publishing Information
- Journal Title
- Reliability Engineering and System Safety
- Journal Volume
- 107
- Journal Page Range
- p. 190-204
- ISSN
- 0951-8320
- CODEN
- RESSEP
Conference
- Title
- 6. international conference on sensitivity analysis of model output
- Acronym
- SAMO 2010
- Dates
- 19-22 Sep 2010
- Place
- Milan (Italy)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 44115215
- Subject category
- S12: MANAGEMENT OF RADIOACTIVE WASTES, AND NON-RADIOACTIVE WASTES FROM NUCLEAR FACILITIES; S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- COMPARATIVE EVALUATIONS; CORRELATIONS; FOURIER ANALYSIS; HIGH-LEVEL RADIOACTIVE WASTES; PERFORMANCE; PROBABILISTIC ESTIMATION; RADIATION DOSES; RADIOACTIVE WASTE STORAGE; RELIABILITY; RISK ASSESSMENT; SALT DEPOSITS; SCATTERPLOTS; SENSITIVITY ANALYSIS
- Descriptors DEC
- CALCULATION METHODS; DIAGRAMS; DOSES; EVALUATION; GEOLOGIC DEPOSITS; INFORMATION; MANAGEMENT; MATERIALS; RADIOACTIVE MATERIALS; RADIOACTIVE WASTE MANAGEMENT; RADIOACTIVE WASTES; STORAGE; WASTE MANAGEMENT; WASTE STORAGE; WASTES
Optional Information
- Copyright
- Copyright (c) 2012 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.