Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities

This paper concerns load testing of typical bridge structures performed prior to operation. In-situ tests of a twospan post-tensioned bridge loaded with three vehicles of 38-ton mass each formed the input of this study. On the basis of the results of these measurements an advanced FEM model of the s...

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Main Authors: Piotr Owerko, Karol Winkelmann
Format: Article
Language:English
Published: Polish Academy of Sciences 2020-12-01
Series:Archives of Civil Engineering
Subjects:
Online Access:https://journals.pan.pl/Content/118213/PDF/19_ACE-00073_B5.pdf
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author Piotr Owerko
Karol Winkelmann
author_facet Piotr Owerko
Karol Winkelmann
author_sort Piotr Owerko
collection DOAJ
description This paper concerns load testing of typical bridge structures performed prior to operation. In-situ tests of a twospan post-tensioned bridge loaded with three vehicles of 38-ton mass each formed the input of this study. On the basis of the results of these measurements an advanced FEM model of the structure was developed for which the sensitivity analysis was performed for chosen uncertainty sources. Three uncorrelated random variables representing material uncertainties, imperfections of positioning and total mass of loading vehicles were indicated. Afterwards, two alternative FE models were created based on a fully parametrised geometry of the bridge, differing by a chosen global parameter – the skew angle of the structure. All three solid models were subjected to probabilistic analyses with the use of second-order Response Surface Method in order to define the features of structural response of the models. It was observed that both the ranges of expected deflections and their corresponding mean values decreased with an increase of the skewness of the bridge models. Meanwhile, the coefficient of variation and relative difference between the mean value and boundary quantiles of the ranges remain insensitive to the changes in the skew angle. Owing to this, a procedure was formulated to simplify the process of load testing design of typical bridges differing by a chosen global parameter. The procedure allows - if certain conditions are fulfilled - to perform probabilistic calculations only once and use the indicated probabilistic parameters in the design of other bridges for which calculations can be performed deterministically.
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spelling doaj.art-976d455b8da248ec8d75e86c519c327d2022-12-22T02:33:07ZengPolish Academy of SciencesArchives of Civil Engineering2300-31032020-12-01Vol. 66No 4325342https://doi.org/10.24425/ace.2020.135224Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response SimilaritiesPiotr OwerkoKarol WinkelmannThis paper concerns load testing of typical bridge structures performed prior to operation. In-situ tests of a twospan post-tensioned bridge loaded with three vehicles of 38-ton mass each formed the input of this study. On the basis of the results of these measurements an advanced FEM model of the structure was developed for which the sensitivity analysis was performed for chosen uncertainty sources. Three uncorrelated random variables representing material uncertainties, imperfections of positioning and total mass of loading vehicles were indicated. Afterwards, two alternative FE models were created based on a fully parametrised geometry of the bridge, differing by a chosen global parameter – the skew angle of the structure. All three solid models were subjected to probabilistic analyses with the use of second-order Response Surface Method in order to define the features of structural response of the models. It was observed that both the ranges of expected deflections and their corresponding mean values decreased with an increase of the skewness of the bridge models. Meanwhile, the coefficient of variation and relative difference between the mean value and boundary quantiles of the ranges remain insensitive to the changes in the skew angle. Owing to this, a procedure was formulated to simplify the process of load testing design of typical bridges differing by a chosen global parameter. The procedure allows - if certain conditions are fulfilled - to perform probabilistic calculations only once and use the indicated probabilistic parameters in the design of other bridges for which calculations can be performed deterministically.https://journals.pan.pl/Content/118213/PDF/19_ACE-00073_B5.pdfbridge load testingimperfections and uncertaintiesresponse surface methodmonte carlo simulationfinite element modeldesign of experiments
spellingShingle Piotr Owerko
Karol Winkelmann
Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
Archives of Civil Engineering
bridge load testing
imperfections and uncertainties
response surface method
monte carlo simulation
finite element model
design of experiments
title Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
title_full Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
title_fullStr Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
title_full_unstemmed Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
title_short Improving the Procedure of Probabilistic Load Testing Design of Typical Bridges Based on Structural Response Similarities
title_sort improving the procedure of probabilistic load testing design of typical bridges based on structural response similarities
topic bridge load testing
imperfections and uncertainties
response surface method
monte carlo simulation
finite element model
design of experiments
url https://journals.pan.pl/Content/118213/PDF/19_ACE-00073_B5.pdf
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