000004549 001__ 4549
000004549 005__ 20141118192705.0
000004549 0177_ $$2doi$$a10.3850/978-981-07-2219-7_P282

000004549 0247_ $$210.3850/978-981-07-2219-7_P282
$$adoi
000004549 04107 $$aeng
000004549 046__ $$k2012-05-23
000004549 100__ $$aStraub, Daniel
000004549 24500 $$aEfficient Algorithms and Models for Bayesian Updating in Structural Reliabilty

000004549 24630 $$n5.$$pProceedings of the 5th Asian-Pacific Symposium on Structural Reliability and its Applications
000004549 260__ $$bResearch Publishing, No:83 Genting Lane, #08-01, Genting Building, 349568 SINGAPORE
000004549 506__ $$arestricted
000004549 520__ $$2eng$$aBayesian updating enables one to consistently combine models with observations. In the context of structural reliability, it enables computing the conditional probability of system failure given measurement or monitoring results. Despite the huge potential for such updating, e.g. in geotechnical engineering or in the management of deteriorating structures, the method has seen limited applications in engineering practice. To a large extent, this was due to limitations of computational algorithms for performing Bayesian updating in the context of structural reliability, which have now been partly overcome by recent developments. This paper introduces the general concept of Bayesian updating in structural reliability and then summarizes a novel method that strongly enhances the versatility and efficiency of algorithms for computing the reliability conditional on observations. The method is illustrated by two examples.

000004549 540__ $$aText je chráněný podle autorského zákona č. 121/2000 Sb.
000004549 653__ $$aBayesian updating, Structural reliability, Measurements, Monitoring, Geotechnical reliability.

000004549 7112_ $$a5th Asian-Pacific Symposium on Structural Reliability and its Applications$$cSingapore (SG)$$d2012-05-23 / 2012-05-25$$gAPSSRA2012
000004549 720__ $$aStraub, Daniel
000004549 8560_ $$ffischerc@itam.cas.cz
000004549 8564_ $$s534823$$uhttps://invenio.itam.cas.cz/record/4549/files/P282.pdf$$yOriginal version of the author's contribution as presented on CD, .
000004549 962__ $$r4180
000004549 980__ $$aPAPER