DOI QR코드

DOI QR Code

Study on bond strength between recycled aggregate concrete and I-shaped steel

  • Biao Liu (College of Water Conservancy and Civil Engineering, Northwest A&F University) ;
  • Feng Xue (College of Water Conservancy and Civil Engineering, Northwest A&F University) ;
  • Yu-Ting Wu (College of Water Conservancy and Civil Engineering, Northwest A&F University) ;
  • Guo-Liang Bai (School of Civil Engineering, Xi'an University of Architecture & Technology) ;
  • Zheng-Zhong Wang (College of Water Conservancy and Civil Engineering, Northwest A&F University)
  • 투고 : 2023.08.19
  • 심사 : 2024.03.04
  • 발행 : 2024.10.25

초록

The I-shaped steel reinforced recycled aggregate concrete (SRRC) composite structure has the advantages of high bearing capacity and environmental protection, and the interfacial bond strength is an important theory. To this end, the I-shaped SRRC bond strength and its calculation based on artificial neural network (ANN) will be studied. Firstly, 39 push out tests of I-shaped SRRC were conducted, the load-slip curve has obvious regularity, which is divided into 4 segments by 3 regular points. Three bond strengths were defined based on these three rule points, and the approximate ranges of their values and the laws of influence of each factor on them were found. Secondly, the Elman ANN model used for the prediction of bond strength was established, and the parameters of Elman ANN predicting I-shaped SRRC bond strength were studied, and the effects of detailed parameters on the prediction results were revealed. Finally, the bond strength of SRRC was predicted using Elman and BP (back propagation) neural network models, both of which showed good prediction results. This study is a theoretical basis for the design and fine simulation of I-shaped SRRC composite structures.

키워드

과제정보

This study was supported by Natural Science Basic Research Plan in Shaanxi Province (2023-JC-QN-0519), Chinese Universities Scientific Fund (2452021082).

참고문헌

  1. Ahmed, S., Pilakoutas, K., Rafi, M.M. and Zaman, Q.U. (2018), "Bond strength prediction of steel bars in low strength concrete by using ANN", Comput. Concrete, 22(2), 249-259. https://doi.org/10.12989/cac.2018.22.2.249.
  2. Arslan, M.E. and Durmus, A. (2011), "Investigation of bond behavior between lightweight aggregate concrete and steel rebar using bending test", Comput. Concrete, 8(4), 465-472. https://doi.org/10.12989/cac.2011.8.4.465.
  3. Asadi Shamsabadi, E., Roshan, N., Hadigheh, S.A., Nehdi, M.L., Khodabakhshian, A. and Ghalehnovi, M. (2022), "Machine learning-based compressive strength modelling of concrete incorporating waste marble powder", Constr. Build. Mater., 324, 126592. https://doi.org/10.1016/j.conbuildmat.2022.126592.
  4. Ashish, D.K. and Saini, P. (2018), "Successive recycled coarse aggregate effect on mechanical behavior and microstructural characteristics of concrete", Comput. Concrete, 21(1), 39-46. https://doi.org/10.12989/cac.2018.21.1.039.
  5. Concha, N.C. and Oreta, A.W.C. (2021), "Investigation of the effects of corrosion on bond strength of steel in concrete using neural network", Comput. Concrete, 28(1), 77-91. https://doi.org/10.12989/cac.2021.28.1.077.
  6. de Melo, F.M.C., de Jesus Cruz, A.C.A., de Souza Netto, L.D. and de Souza Simplicio, M.A. (2021), "Experimental study of bond between steel bars and hybrid fibers reinforced concrete", Constr. Build. Mater., 275, 122176. https://doi.org/10.1016/j.conbuildmat.2020.122176.
  7. Deng, G. (2005), "Experimental study and basic theory analysis on bond-slip behavior between steel shape and concrete in steel reinforced concrete structures", Civil Engineering Thesis, Xi'an University of Architecture and Technology, Xi'an, China.
  8. Dong, J., Ma, H., Xue, J. and Liu, Y. (2016), "Numerical analysis and horizontal bearing capacity of steel reinforced recycled concrete columns", Steel Compos. Struct., 22(4), 797-820. https://doi.org/10.12989/scs.2016.22.4.797.
  9. Duan, Z.H., Kou, S.C. and Poon, C.S. (2013), "Using artificial neural networks for predicting the elastic modulus of recycled aggregate concrete", Constr. Build. Mater., 44, 524-532. https://doi.org/10.1016/j.conbuildmat.2013.02.064.
  10. Fan, J., Wang, C. and Song, L. (2022), "Research and application of intelligent computation in civil engineering", J. Build. Struct., 43(9), 1-22. https://doi.org/10.14006/j.jzjgxb.2022.0035.
  11. Han, Q.H., Wang, Y.H., Xu, J. and Xing, Y. (2016), "Fatigue behavior of stud shear connectors in steel and recycled tyre rubber-filled concrete composite beams", Steel Compos. Struct., 22(2), 353-368. https://doi.org/10.12989/scs.2016.22.2.353.
  12. Hu, X., Peng, G., Niu, D. and Wang, J. (2020), "Experimental study on bond properties between early-age concrete and deformed steel bars", Constr. Build. Mater., 236, 117593. https://doi.org/10.1016/j.conbuildmat.2019.117593.
  13. Huang, L., Chen, J. and Tan, X. (2022), "BP-ANN based bond strength prediction for FRP reinforced concrete at high temperature", Eng. Struct., 257, 114026. https://doi.org/10.1016/j.engstruct.2022.114026.
  14. Kim, S. and Yun, H. (2013), "Influence of recycled coarse aggregates on the bond behavior of deformed bars in concrete", Eng. Struct., 48, 133-143. https://doi.org/10.1016/j.engstruct.2012.10.009.
  15. Li, H., An, J. and Jiang, W. (1993), "An experimental investigation on bond behavior between steel and concrete", J. Harbin Univ. Civil Eng. Arch., 26, 214-223.
  16. Liang, J., Yang, Z., Yi, P. and Wang, J. (2017), "Stress-strain relationship for recycled aggregate concrete after exposure to elevated temperatures", Comput Concrete, 19(6), 609-615. https://doi.org/10.12989/cac.2017.19.6.609.
  17. Liu, B. and Bai, G. (2019), "Finite element modeling of bond-slip performance of section steel reinforced concrete", Comput Concrete, 24(3), 237-247. https://doi.org/10.12989/cac.2019.24.3.237.
  18. Liu, B., Bai, G. and Wang, Z. (2021), "The bond stress-slip full curve equation between the RAC and H-shaped: Experimental, theoretical and numerical simulation investigation", Constr. Build. Mater., 311, 125311. https://doi.org/10.1016/j.conbuildmat.2021.125311.
  19. Liu, B., Bai, G., Xu, Z., Ma, J. and Han, Y. (2019), "Experimental study and finite element modeling of bond behavior between recycled aggregate concrete and the shaped steel", Eng. Struct., 201, 109840. https://doi.org/10.1016/j.engstruct.2019.109840.
  20. Liu, B., Bai, G., Zhao, J. and Li, J. (2020), "Experimental and numerical study performed on seismic behavior of irregular external SRC joints in the main plant of CAP1400 NPP", Eng. Struct., 217, 110821. https://doi.org/10.1016/j.engstruct.2020.110821.
  21. Liu, B., Zhang, B., Wang, Z. and Bai, G. (2023), "Study on the stress - strain full curve of recycled coarse aggregate concrete under uniaxial compression", Constr. Build. Mater., 363, 129884. https://doi.org/10.1016/j.conbuildmat.2022.129884.
  22. Mostafa, M.M.A., Wu, T. and Liu, X. (2022), "Bond-slip behaviors of composite steel-reinforced high strength lightweight aggregate concrete columns with innovative X-shaped steel sections", Constr. Build. Mater., 341, 127838. https://doi.org/10.1016/j.conbuildmat.2022.127838.
  23. Wang, X., Liu, Y., Li, Y., Lu, Y. and Li, X. (2020), "Bond behavior and shear transfer of steel section-concrete interface with studs: Testing and modeling", Constr. Build. Mater., 264, 120251. https://doi.org/10.1016/j.conbuildmat.2020.120251.
  24. Wu, K., Chen, F., Lin, J., Zhao, J. and Zheng, H. (2021), "Experimental study on the interfacial bond strength and energy dissipation capacity of steel and steel fibre reinforced concrete (SSFRC) structures", Eng. Struct., 235, 112094. https://doi.org/10.1016/j.engstruct.2021.112094.
  25. Wu, K., Zheng, H., Shi, N., Chen, F. and Xu, J. (2020), "Analysis of the bond behavior difference in steel and steel fiber reinforced concrete (SSFRC) composite member with circular section", Constr. Build. Mater., 264, 120142. https://doi.org/10.1016/j.conbuildmat.2020.120142
  26. Xie, T. and Zhao, X. (2021), "Can a local bond test truly reflect impact of recycled aggregate on the bond between deformed steel bars and recycled aggregate concrete?-A critical assessment and development of a generic model", Eng. Struct., 244, 112826. https://doi.org/10.1016/j.engstruct.2021.112826.
  27. Xiong, Z., Wei, W., Liu, F., Cui, C., Li, L., Zou, R. and Zeng, Y. (2021), "Bond behaviour of recycled aggregate concrete with basalt fibre-reinforced polymer bars", Compos. Struct., 256, 113078. https://doi.org/10.1016/j.compstruct.2020.113078.
  28. Xue, J., Huang, X., Luo, Z. and Gao, L. (2016), "Experimental and numerical studies on the frame-infill in-teraction in steel reinforced recycled concrete frames", Steel Compos Struct., 20(6), 1391-1409. https://doi.org/10.12989/scs.2016.20.6.1391.
  29. Xue, J., Li, H., Ren, R. and Zhang, X. (2021), "The bond behavior of steel reinforced recycled concrete under cyclic reversed load", Eng. Struct., 248, 113238. https://doi.org/10.1016/j.engstruct.2021.113238.
  30. Yang, Y. (2003), "Basic theory and application research on bond slip of steel reinforced concrete", Xi'an University of Architecture and Technology, Xi'an, China.
  31. Yang, Z. and Liu, Y. (2018), "Experimental study on bond-slip behavior of steel reinforced recycled aggregate concrete", New Build. Mater., 45(6), 16-20. https://doi.org/10.3969/j.issn.1001-702X.2018.06.004.
  32. Ying, D. (2014), "Experimental study and theoretical analysis on bond-slip performance between shaped steel and high concrete in SRHC structures", Guangxi University, Guangxi, China.
  33. Yu, Y., Xu, J., Zhou, L., Liao, Z., Chen, W. and Zheng, Y. (2024), "Bond responses and anchorage length of GFRP bar in precast recycled aggregate concrete", Struct., 59, 105761. https://doi.org/10.1016/j.istruc.2023.105761.
  34. Zhao, G. and Li, Y. (2007), "Ultimate bond strength of steel reinforced concrete", Build. Struct., 1, 68-70. https://doi.org/10.19701/j.jzjg.2007.01.018.
  35. Zheng, H., Chen, Z. and Xu, J. (2016), "Bond behavior of H-shaped steel embedded in recycled aggregate concrete under push-out loads", Int. J. Steel. Struct., 16(2), 347-360. https://doi.org/10.1007/s13296-016-6008-y.
  36. Zong-Cai, D., Daud, J.R. and Chang-Xing, Y. (2014), "Bonding between high strength rebar and reactive powder concrete", Comput. Concrete, 13(3), 411-421. https://doi.org/10.12989/cac.2014.13.3.411.