Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data
Suspenders play a crucial role in transmitting loads from the bridge deck to the main cable in a suspension bridge. They are susceptible to fatigue due to repeated dynamic loads, particularly traffic loads. Traffic Load Models (TLMs), typically created using Monte-Carlo simulation and Weigh-In-Motio...
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sg-ntu-dr.10356-1749552024-04-19T15:35:30Z Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data Pan, Yue Dong, Yiqing Wang, Dalei Cao, Sugong Chen, Airong School of Civil and Environmental Engineering Engineering Fatigue assessment Finite element analysis Suspenders play a crucial role in transmitting loads from the bridge deck to the main cable in a suspension bridge. They are susceptible to fatigue due to repeated dynamic loads, particularly traffic loads. Traffic Load Models (TLMs), typically created using Monte-Carlo simulation and Weigh-In-Motion (WIM) data, are employed to evaluate this fatigue. However, these models often overlook practical vehicle trajectories and spatio-temporal distribution, which compromises the precision of fatigue assessments. In this study, we introduce a novel 2D Intelligent Driver Model (2D-IDM) that incorporates actual vehicle trajectories, with a particular focus on transverse vehicle movement. This enhancement aims to improve the fidelity of existing TLMs. To provide a clear, qualitative, and quantitative understanding of the effects of fatigue evaluation with or without actual trajectory characteristics, we have structured this paper as a comparative study. We compare our proposed model, denoted as TLM S-3, with two observation-based models (O-1 and O-2) and two simulation-based models (S-1 and S-2). We conducted an experimental case study on a long-span suspension bridge, where the actual traffic load trajectory was obtained using a WIM-Vision integrated system. To calculate fatigue damage considering both longitudinal and transverse directions, we established a multi-scale Finite Element Model (FEM) using solid element types to simulate the bridge girder. This model can generate the stress influence surface of the bridge and has been verified in both static and dynamic aspects. Our detailed comparative analysis demonstrates the consistency of the proposed 2D-IDM with the actual measured traffic load trajectories. This indicates that our approach can enhance the fidelity and precision of fatigue evaluations for bridge suspenders. Published version This work was financially supported by National Natural Science Foundation of China (Grant Nos. 52208198 and 51978514), and Research and Development Center of Transport Industry of New Generation of Artificial Intelligence Technology (Grant No. 202201H), and National Key Research and Development Program of China (Grant No. 2021YFF0501004). 2024-04-17T04:43:35Z 2024-04-17T04:43:35Z 2024 Journal Article Pan, Y., Dong, Y., Wang, D., Cao, S. & Chen, A. (2024). Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data. Scientific Reports, 14(1), 5165-. https://dx.doi.org/10.1038/s41598-024-55873-1 2045-2322 https://hdl.handle.net/10356/174955 10.1038/s41598-024-55873-1 38431672 2-s2.0-85186582193 1 14 5165 en Scientific Reports © The Author(s) 2024. 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/. application/pdf |
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Engineering Fatigue assessment Finite element analysis Pan, Yue Dong, Yiqing Wang, Dalei Cao, Sugong Chen, Airong Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
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Suspenders play a crucial role in transmitting loads from the bridge deck to the main cable in a suspension bridge. They are susceptible to fatigue due to repeated dynamic loads, particularly traffic loads. Traffic Load Models (TLMs), typically created using Monte-Carlo simulation and Weigh-In-Motion (WIM) data, are employed to evaluate this fatigue. However, these models often overlook practical vehicle trajectories and spatio-temporal distribution, which compromises the precision of fatigue assessments. In this study, we introduce a novel 2D Intelligent Driver Model (2D-IDM) that incorporates actual vehicle trajectories, with a particular focus on transverse vehicle movement. This enhancement aims to improve the fidelity of existing TLMs. To provide a clear, qualitative, and quantitative understanding of the effects of fatigue evaluation with or without actual trajectory characteristics, we have structured this paper as a comparative study. We compare our proposed model, denoted as TLM S-3, with two observation-based models (O-1 and O-2) and two simulation-based models (S-1 and S-2). We conducted an experimental case study on a long-span suspension bridge, where the actual traffic load trajectory was obtained using a WIM-Vision integrated system. To calculate fatigue damage considering both longitudinal and transverse directions, we established a multi-scale Finite Element Model (FEM) using solid element types to simulate the bridge girder. This model can generate the stress influence surface of the bridge and has been verified in both static and dynamic aspects. Our detailed comparative analysis demonstrates the consistency of the proposed 2D-IDM with the actual measured traffic load trajectories. This indicates that our approach can enhance the fidelity and precision of fatigue evaluations for bridge suspenders. |
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School of Civil and Environmental Engineering |
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School of Civil and Environmental Engineering Pan, Yue Dong, Yiqing Wang, Dalei Cao, Sugong Chen, Airong |
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Article |
author |
Pan, Yue Dong, Yiqing Wang, Dalei Cao, Sugong Chen, Airong |
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Pan, Yue |
title |
Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
title_short |
Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
title_full |
Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
title_fullStr |
Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
title_full_unstemmed |
Comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
title_sort |
comparative study on fatigue evaluation of suspenders by introducing actual vehicle trajectory data |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/174955 |
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1800916179249790976 |