侧向约束下涂砂FRP-UHPC界面剪切-膨胀模型

IF 7.1 2区 材料科学 Q1 MATERIALS SCIENCE, COMPOSITES
Hongwei Lin , Jinsheng Ma , Peng Feng , Kaiwen Guan
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引用次数: 0

摘要

涂砂是改善FRP型材与UHPC基体界面连接的有效措施。本文研究了涂砂FRP-UHPC界面的界面行为。以键长为变量,对中心拉拔试件进行界面试验。确定的破坏模式包括FRP板-粘结界面脆性脱粘破坏和FRP板断裂破坏。在试验结果和前人研究的基础上,分别提出了描述切向粘结应力-滑移关系和法向膨胀-滑移关系的两个方程。通过有限元模拟和机器学习技术相结合的方法得到了这两个方程参数的优化值。选择了BPNN、RF和XGBoost三种机器学习算法,其中RF和XGBoost表现最好。采用所提出的剪切-膨胀模型,通过有限元模拟可以很好地重现涂砂FRP-UHPC界面的切向和法向行为。预测的荷载-滑移关系以及FRP管箍应变和FRP板拉应变的发展与试验结果吻合较好。所提出的界面模型和界面模型的推导方法为FRP-UHPC混合结构的未来发展奠定了坚实的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shear-dilation model for the sand-coated FRP-UHPC interface under lateral confinement
Sand-coating is an effective measure for improving the interfacial connection between FRP profile and UHPC matrix. In this study, the interfacial behavior of the sand-coated FRP-UHPC interface was investigated. With the bond length as the variable, interfacial tests were conducted on central-pullout specimens. The identified failure modes included the brittle debonding failure at the FRP plate-adhesive interface and the fracture failure of FRP plate. Based on test results and previous studies, two equations respectively describing the tangential bond stress-slip relationship and normal dilation-slip relationship were proposed. The optimized values for the parameters of these two equations were obtained through a combined approach of finite element simulation and machine learning techniques. Three machine learning algorithms including BPNN, RF and XGBoost were selected, among which RF and XGBoost showed the best performance. With the proposed shear-dilation model, both the tangential and normal behavior of sand-coated FRP-UHPC interface were well reproduced via FE modelling. The predicted load-slip relationship and the development of hoop strains of FRP tube and tensile strains of FRP plate showed strong agreement with test results. The proposed interfacial models and methodology for deriving interfacial models lay a solid foundation for the future development of FRP-UHPC hybrid structures.
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来源期刊
Composite Structures
Composite Structures 工程技术-材料科学:复合
CiteScore
12.00
自引率
12.70%
发文量
1246
审稿时长
78 days
期刊介绍: The past few decades have seen outstanding advances in the use of composite materials in structural applications. There can be little doubt that, within engineering circles, composites have revolutionised traditional design concepts and made possible an unparalleled range of new and exciting possibilities as viable materials for construction. Composite Structures, an International Journal, disseminates knowledge between users, manufacturers, designers and researchers involved in structures or structural components manufactured using composite materials. The journal publishes papers which contribute to knowledge in the use of composite materials in engineering structures. Papers deal with design, research and development studies, experimental investigations, theoretical analysis and fabrication techniques relevant to the application of composites in load-bearing components for assemblies, ranging from individual components such as plates and shells to complete composite structures.
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