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Study on the freeze–thaw effect on concrete arch dam using an improved response surface method
The damming materials will be deteriorated during the long-term service of concrete arch dam by weathering, seepage dissolution, freeze–thaw and other factors which will put dams at potential risk. However, there are few researches on the reliability assessment of arch dams considering the effect of...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628282/ https://www.ncbi.nlm.nih.gov/pubmed/37932338 http://dx.doi.org/10.1038/s41598-023-46544-8 |
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author | Cai, Qian Yang, Miaofan Yang, Jiangui |
author_facet | Cai, Qian Yang, Miaofan Yang, Jiangui |
author_sort | Cai, Qian |
collection | PubMed |
description | The damming materials will be deteriorated during the long-term service of concrete arch dam by weathering, seepage dissolution, freeze–thaw and other factors which will put dams at potential risk. However, there are few researches on the reliability assessment of arch dams considering the effect of material deterioration. In this paper, a prediction model of concrete mechanical properties under freeze–thaw cycles is established using regression analysis. Considering various uncertain factors, a time-varying structural reliability analysis model is established using finite element equivalent stress method and an optimized response surface method with improved sampling strategy and convergence criterion. A case study is later carried out. The results show that, at the early stage of freeze–thaw, the structural failure probability will increase steadily in a small range. However, as the tensile strength of concrete continues to decrease under long-time freeze–thaw action, the reliability of the arch dam structure will suddenly fall off a cliff. The proposed deterioration model and reliability analysis probability model are reasonable and practical and could be serve as a technical support for similar engineering projects. |
format | Online Article Text |
id | pubmed-10628282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106282822023-11-08 Study on the freeze–thaw effect on concrete arch dam using an improved response surface method Cai, Qian Yang, Miaofan Yang, Jiangui Sci Rep Article The damming materials will be deteriorated during the long-term service of concrete arch dam by weathering, seepage dissolution, freeze–thaw and other factors which will put dams at potential risk. However, there are few researches on the reliability assessment of arch dams considering the effect of material deterioration. In this paper, a prediction model of concrete mechanical properties under freeze–thaw cycles is established using regression analysis. Considering various uncertain factors, a time-varying structural reliability analysis model is established using finite element equivalent stress method and an optimized response surface method with improved sampling strategy and convergence criterion. A case study is later carried out. The results show that, at the early stage of freeze–thaw, the structural failure probability will increase steadily in a small range. However, as the tensile strength of concrete continues to decrease under long-time freeze–thaw action, the reliability of the arch dam structure will suddenly fall off a cliff. The proposed deterioration model and reliability analysis probability model are reasonable and practical and could be serve as a technical support for similar engineering projects. Nature Publishing Group UK 2023-11-06 /pmc/articles/PMC10628282/ /pubmed/37932338 http://dx.doi.org/10.1038/s41598-023-46544-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Cai, Qian Yang, Miaofan Yang, Jiangui Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title | Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title_full | Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title_fullStr | Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title_full_unstemmed | Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title_short | Study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
title_sort | study on the freeze–thaw effect on concrete arch dam using an improved response surface method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628282/ https://www.ncbi.nlm.nih.gov/pubmed/37932338 http://dx.doi.org/10.1038/s41598-023-46544-8 |
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