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Model Calibration of a Historic Masonry Arch Bridge Using a Probabilistic Approach

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Proceedings of the 1st Conference of the European Association on Quality Control of Bridges and Structures (EUROSTRUCT 2021)

Abstract

Masonry arch bridges are one of the most important structures built through time which have allowed overcoming the important transportation difficulties associated with the irregular ground topology. Many of these ancient constructions are still in use and in many cases subjected to heavier traffic loads. For a rigorous structural safety assessment, accurate numerical models are essential. However, this is not a trivial task due to the intrinsic complexity of the structural system, the inhomogeneity of the constituent materials, the existence of damage, etc. Therefore, calibration procedures supported on experimental data of the structure are a desirable tool to obtain a model that sufficiently replicates the real mechanical behavior. In this sense, in recent years, the use of model updating strategies based on deterministic approaches, such as optimization strategies, has acquired widespread use. In contrast, the use of other appealing approaches, such as probabilistic-based methods has received little attention. Thus, in this work, a probabilistic approach aimed at the calibration of numerical models of masonry arch bridges is presented. A case study located in Ávila (Spain) is considered for the implementation of the proposed methodology.

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References

  1. Castro Á-D, Sánchez-Aparicio LJ, Carrasco-García P, Ramos LF, González-Aguilera D (2019) A multidisciplinary approach to calibrating advanced numerical simulations of masonry arch bridges. Mech Syst Sig Proc 129:337–365. https://doi.org/10.1016/j.ymssp.2019.04.043

    Article  Google Scholar 

  2. Diana F (2019) DIANA documentation [Online]. https://dianafea.com

  3. Sudret B (2008) Global sensitivity analysis using polynomial chaos expansions. Reliab Eng Syst Saf 93(7):964–979. https://doi.org/10.1016/j.ress.2007.04.002

    Article  Google Scholar 

  4. Bayarri MJ et al (2007) A framework for validation of computer models. Technometrics 49(2):138–154. https://doi.org/10.1198/004017007000000092

    Article  MathSciNet  Google Scholar 

  5. Kennedy MC, O’Hagan A (2001) Bayesian calibration of computer models. J Royal Stat Soc Ser B 63(3):425–464. https://doi.org/10.1111/1467-9868.00294

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgment

This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No. 769255. This work has been partially supported by the Spanish Ministry of Science, Innovation and Universities through the LASTING project Ref. RTI2018-095893-B-C21. This document reflects only the views of the authors. Neither the Innovation and Networks Executive Agency (INEA) nor the European Commission is in any way responsible for any use that may be made of the information it contains.

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Correspondence to B. Barros .

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Barros, B., Conde, B., Sánchez-Aparicio, L.J., Cabaleiro, M., Bouzas, O., Riveiro, B. (2022). Model Calibration of a Historic Masonry Arch Bridge Using a Probabilistic Approach. In: Pellegrino, C., Faleschini, F., Zanini, M.A., Matos, J.C., Casas, J.R., Strauss, A. (eds) Proceedings of the 1st Conference of the European Association on Quality Control of Bridges and Structures. EUROSTRUCT 2021. Lecture Notes in Civil Engineering, vol 200. Springer, Cham. https://doi.org/10.1007/978-3-030-91877-4_9

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  • DOI: https://doi.org/10.1007/978-3-030-91877-4_9

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-91876-7

  • Online ISBN: 978-3-030-91877-4

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