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Applying Bayesian updating to CPT data analysis
dc.contributor.author | Collico, Stefano |
dc.contributor.author | Pérez, N. |
dc.contributor.author | Devincenzi, M.J. |
dc.contributor.author | Arroyo Alvarez de Toledo, Marcos |
dc.contributor.other | Universitat Politècnica de Catalunya. Doctorat en Enginyeria del Terreny |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental |
dc.date.accessioned | 2021-06-29T13:38:29Z |
dc.date.available | 2021-06-29T13:38:29Z |
dc.date.issued | 2018 |
dc.identifier.citation | Collico, S. [et al.]. Applying Bayesian updating to CPT data analysis. A: International Symposium on Cone Penetration Testing. "Cone Penetration Testing 2018: proceedings of the 4th International Symposium on Cone Penetration Testing (CPT'18), 21-22 June, 2018, Delft, The Netherlands". CRC Press, 2018, p. 221-226. ISBN 9780429000485. |
dc.identifier.isbn | 9780429000485 |
dc.identifier.uri | http://hdl.handle.net/2117/348084 |
dc.description.abstract | Evaluation of geotechnical parameters on a project site is a necessary step in geotechnical engineering. However, due to the inherent variability of soil properties and the lack of data, many unavoidable uncertainties arise during a site-specific geotechnical characterization. This challenging task can be addressed under the Bayesian framework. The aim of this paper is to apply the Bayesian approach to a reference example of friction angle evaluation in sand, using the Bayesian Equivalent Sample Toolkit (BEST). BEST is an Excel VBA program for probabilistic characterization of geotechnical properties. In particular, in this study the statistical analysis has been performed using CPT tests from reference field studies. The results obtained for one case study involving CPT are discussed. |
dc.description.sponsorship | The first author’s work has been supported by the European Innovating Training Network SLATE (H2020-MSCA-ITN-201). |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.publisher | CRC Press |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria civil::Geotècnia |
dc.subject.lcsh | Soil mechanics--Testing |
dc.title | Applying Bayesian updating to CPT data analysis |
dc.type | Conference lecture |
dc.subject.lemac | Mecànica dels sòls -- Proves |
dc.contributor.group | Universitat Politècnica de Catalunya. MSR - Mecànica del Sòls i de les Roques |
dc.relation.publisherversion | https://www.taylorfrancis.com/chapters/oa-edit/10.1201/9780429505980-26/applying-bayesian-updating-cpt-data-analysis-collico-perez-devincenzi-arroyo |
dc.rights.access | Open Access |
local.identifier.drac | 31804542 |
dc.description.version | Postprint (published version) |
local.citation.author | Collico, S.; Pérez, N.; Devincenzi, M.J.; Arroyo, M. |
local.citation.contributor | International Symposium on Cone Penetration Testing |
local.citation.publicationName | Cone Penetration Testing 2018: proceedings of the 4th International Symposium on Cone Penetration Testing (CPT'18), 21-22 June, 2018, Delft, The Netherlands |
local.citation.startingPage | 221 |
local.citation.endingPage | 226 |