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Probabilistic Modelling and Model Updating of Tall Timber Buildings : doctoral dissertation = Verjetnostno modeliranje in posodabljanje modelov visokih lesenih stavb : doktorska disertacijaKurent, Blaž, 1994-Technological advances in engineered timber structural elements have led to an increase in the popularity of mid-rise and high-rise timber buildings. The governing design criterion of such buildings ... is very often serviceability under wind-induced vibration. Accurate finite element models for predicting their modal properties (i.e. natural frequencies and mode shapes) are crucial for designing buildings that satisfy the current serviceability criteria. It is a challenge for structural engineers to decide what to include in the structural modelling. This is because elements that are typically considered non-structural (partition walls, plasterboards, screed, façade, etc.) have been shown to act structurally and can significantly influence the modal properties of timber buildings. This thesis presents three case studies of timber buildings, where finite element models were developed. Using experimental modal properties, the models were updated to learn about the as-built stiffness characteristics of the analysed buildings. A probabilistic framework based on Bayesian inference was applied to account for the uncertainties. A polynomial chaos expansion was used to develop a surrogate model allowing for a more timeefficient conducting of stochastic analyses such as uncertainty quantification, sensitivity analysis, and Markov chain Monte Carlo posterior sampling. Deterministic and probabilistic approaches were compared and assessed for their effectiveness.Type of material - dissertation ; adult, seriousPublication and manufacture - Ljubljana : [B. Kurent], 2023Language - englishCOBISS.SI-ID - 179283459
Author
Kurent, Blaž, 1994-
Other authors
Brank, Boštjan |
Friedman, Noemi |
Dolšek, Matjaž |
Turk, Goran |
Pavic, Aleksandar, gradbenik |
Rønnquist, Nils Erik Anders
Topics
Lesene konstrukcije |
Modeliranje |
Disertacije |
Built Environment |
civil engineering |
doctoral thesis |
timber buildings |
wind load |
finite element model |
modal analysis |
surrogate model |
model calibration |
probabilistic model updating |
sensitivity analysis |
uncertainty quantification |
Grajeno okolje |
gradbeništvo |
disertacije |
lesene stavbe |
vetrna obtežba |
model končnih elementov |
modalna analiza |
nadomestni model |
kalibracija modela |
verjetnostno posodabljanje modela |
občutljivostna analiza |
kvantifikacija negotovosti
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Kurent, Blaž, 1994- | 53352 |
Brank, Boštjan | 10562 |
Friedman, Noemi | ![]() |
Dolšek, Matjaž | 18793 |
Turk, Goran | 08437 |
Pavic, Aleksandar, gradbenik | ![]() |
Rønnquist, Nils Erik Anders | ![]() |
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