| Titre : | A Bayesian approach to estimate material properties from global statistical data (2012) |
| Auteurs : | Benjamin Richard, Auteur ; Lucas Adelaide, Auteur ; Christian Cremonab, Auteur |
| Type de document : | Article : texte imprimé |
| Dans : | European journal of environmental and civil engineering (Vol. 16 N° 3-4, Mars/Avril 2012) |
| Article en page(s) : | pp. 460-470 |
| Note générale : | Génie Civil |
| Langues : | Anglais |
| Tags : | Bayesian networks Updating Damage mechanics Finite elements Modelling |
| Résumé : | This paper is devoted to presenting an updated approach based on the use of Bayesian networks. This methodology aims to update the statistical parameters related to a mechanical model thanks to experimental data. The proposed updating process has been applied to engineering problems. The results show that the proposed approach could be used to estimate the material parameters of a given structure and avoids carrying out destructive tests on site. |
| DEWEY : | 624 |
| ISSN : | 1964-8189 |
| En ligne : | http://www.tandfonline.com/doi/abs/10.1080/19648189.2012.667999 |
