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Reliability-based analysis of the flexural strength of concrete beams reinforced with hybrid BFRP and steel rebars

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Abstract

The durability of reinforced concrete structures has always been an important problem in civil engineering because steel rebars rust easily. Therefore, fiber-reinforced polymer (FRP) rebars possessing good corrosion resistance, low weight, and easy construction has become a substitute for reinforcement. However, since FRP rebar has a low elastic modulus and is a brittle failure material, large deflections and cracks occur in the FRP concrete beam with no obvious warning before failure. A hybrid reinforced concrete beam that combines the advantages of steel rebar and FRP rebar is a good structural form. The reliability of hybrid reinforced beams must be analyzed to ensure their safety. A flexural performance test of the hybrid basalt FRP (BFRP)–steel-reinforced beam was performed, the failure mode was explored, and the numerical models were established. The accuracy of the models was verified by comparing them with the test results. The numerical models were used to establish a database (630 cases) that was combined with existing research results (33 cases), to obtain the statistics of the uncertainty of the prediction model. Reliability analysis of a large-scale design space was conducted to calibrate the BFRP. Finally, the average deviation from the target reliability index suggested that the values of the partial coefficient of the materials range from 1.2 to 1.4.

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Abbreviations

λ i :

ith order of L-moment

E:

Expectation

X:

Random variable

U:

Normal variable

F:

Distribution function of random variable

a, b, c  and  d :

Polynomial coefficients

\({\tau }_{3}\) :

Skewness of L-moment of random variable

\({\tau }_{4}\) :

Kurtosis of L-moment of random variable

Z :

Limit state function

R :

Structural resistance

S :

Structural effect

X i :

Various effects on the structure and various factors affecting the structural resistance

N f :

Number of samples with Z < 0

N :

Total number of samples

\({P}_{f}\) :

Failure probability

\(\Phi\)(·):

Inverse function of normal distribution

f cu :

Cube compressive strength of concrete

A s :

Area of steel rebar

A f :

Area of BFRP rebar

E f :

Elastic modulus of BFRP rebar

ε cu :

Ultimate compressive strain of concrete

β 1 :

Ratio of depth of the equivalent rectangular stress block to the depth of neutral axis

ρ s :

Reinforcement ratio of steel rebar

ρ f :

Reinforcement ratio of BFRP rebar

\({f}_{c}^{\mathrm{^{\prime}}}\) :

Cylinder compressive strength of concrete

\({f}_{cu,k}\) :

Compression strength of 150 mm cube concrete block

\({\alpha }_{c1}\) :

Coefficient of concrete

\({\alpha }_{c2}\) :

Coefficient of concrete

\({M}_{u,\mathrm{exp}}\) :

Moment result from experiment or numerical model

\({M}_{u,\mathrm{pre}}\) :

Moment result from prediction model

μ :

Error of prediction model

PDF:

Probability density function

k :

Ratio k of live load dead load

γ f :

Material partial factor of elastic modulus of BFRP rebar

H :

Average deviation value

n :

Number of design cases

β i :

Reliability index of ith case

β T :

Target reliability index

References

  1. Yang J, Haghani R, Blanksvärd T, Lundgren K. Experimental study of FRP-strengthened concrete beams with corroded reinforcement. Constr Build Mater. 2021;301: 124076. https://doi.org/10.1016/j.conbuildmat.2021.124076.

    Article  CAS  Google Scholar 

  2. Ge W, Wang Y, Ashour A, Lu W, Cao D. Flexural performance of concrete beams reinforced with steel–FRP composite bars. Arch Civil Mech Eng. 2020;20:56. https://doi.org/10.1007/s43452-020-00058-6.

    Article  Google Scholar 

  3. Issa MS, Metwally IM, Elzeiny SM. Influence of fibers on flexural behavior and ductility of concrete beams reinforced with GFRP rebars. Eng Struct. 2011;33:1754–63. https://doi.org/10.1016/j.engstruct.2011.02.014.

    Article  Google Scholar 

  4. Ribeiro SEC, Diniz SMC. Reliability-based design recommendations for FRP-reinforced concrete beams. Eng Struct. 2013;52:273–83. https://doi.org/10.1016/j.engstruct.2013.02.026.

    Article  Google Scholar 

  5. Wang X, Liu S, Shi Y, Wu Z, He W. Integrated high-performance concrete beams reinforced with hybrid BFRP and steel bars. J Struct Eng. 2022;148:04021235. https://doi.org/10.1061/(ASCE)ST.1943-541X.0003207.

    Article  Google Scholar 

  6. Ruan X, Lu C, Xu K, Xuan G, Ni M. Flexural behavior and serviceability of concrete beams hybrid-reinforced with GFRP bars and steel bars. Compos Struct. 2020;235: 111772. https://doi.org/10.1016/j.compstruct.2019.111772.

    Article  Google Scholar 

  7. Said M, Shanour AS, Mustafa TS, Abdel-Kareem AH, Khalil MM. Experimental flexural performance of concrete beams reinforced with an innovative hybrid bars. Eng Struct. 2021;226: 111348. https://doi.org/10.1016/j.engstruct.2020.111348.

    Article  Google Scholar 

  8. Ge W-J, Ashour AF, Yu J, Gao P, Cao D-F, Cai C, et al. Flexural behavior of ECC–concrete hybrid composite beams reinforced with FRP and steel bars. J Compos Constr. 2019;23:04018069. https://doi.org/10.1061/(ASCE)CC.1943-5614.0000910.

    Article  CAS  Google Scholar 

  9. El Refai A, Abed F, Al-Rahmani A. Structural performance and serviceability of concrete beams reinforced with hybrid (GFRP and steel) bars. Constr Build Mater. 2015;96:518–29. https://doi.org/10.1016/j.conbuildmat.2015.08.063.

    Article  Google Scholar 

  10. Araba AM, Ashour AF. Flexural performance of hybrid GFRP-Steel reinforced concrete continuous beams. Compos B Eng. 2018;154:321–36. https://doi.org/10.1016/j.compositesb.2018.08.077.

    Article  CAS  Google Scholar 

  11. Bencardino F, Condello A. Reliability and adaptability of the analytical models proposed for the FRP systems to the steel reinforced polymer and steel reinforced grout strengthening systems. Compos B Eng. 2015;76:249–59. https://doi.org/10.1016/j.compositesb.2015.02.029.

    Article  CAS  Google Scholar 

  12. Almahmood H, Ashour A, Sheehan T. Flexural behaviour of hybrid steel-GFRP reinforced concrete continuous T-beams. Compos Struct. 2020;254: 112802. https://doi.org/10.1016/j.compstruct.2020.112802.

    Article  Google Scholar 

  13. Liu X, Jiang L, Lai Z, Xiang P, Chen Y. Sensitivity and dynamic analysis of train-bridge coupled system with multiple random factors. Eng Struct. 2020;221: 111083. https://doi.org/10.1016/j.engstruct.2020.111083.

    Article  Google Scholar 

  14. Zhou Y, Zhang J, Li W, Hu B, Huang X. Reliability-based design analysis of FRP shear strengthened reinforced concrete beams considering different FRP configurations. Compos Struct. 2020;237: 111957. https://doi.org/10.1016/j.compstruct.2020.111957.

    Article  Google Scholar 

  15. Sanabria Díaz RA, Sarmiento Nova SJ, Teixeira da Silva MCA, Mouta TL, de Almeida LC. Reliability analysis of shear strength of reinforced concrete deep beams using NLFEA. Eng Struct. 2020;203:1760. https://doi.org/10.1016/j.engstruct.2019.109760.

    Article  Google Scholar 

  16. Chen G, Yang D. A unified analysis framework of static and dynamic structural reliabilities based on direct probability integral method. Mech Syst Signal Process. 2021;158: 107783. https://doi.org/10.1016/j.ymssp.2021.107783.

    Article  Google Scholar 

  17. Li X, Chen G, Cui H, Yang D. Direct probability integral method for static and dynamic reliability analysis of structures with complicated performance functions. Comput Methods Appl Mech Eng. 2021;374: 113583. https://doi.org/10.1016/j.cma.2020.113583.

    Article  MathSciNet  ADS  Google Scholar 

  18. Zhang X-Y, Lu Z-H, Wu S-Y, Zhao Y-G. An efficient method for time-variant reliability including finite element analysis. Reliab Eng Syst Saf. 2021;210: 107534. https://doi.org/10.1016/j.ress.2021.107534.

    Article  Google Scholar 

  19. Tong M-N, Zhao Y-G, Lu Z-H. Normal transformation for correlated random variables based on L-moments and its application in reliability engineering. Reliab Eng Syst Saf. 2021;207: 107334. https://doi.org/10.1016/j.ress.2020.107334.

    Article  Google Scholar 

  20. Kim S, Wallace JW. Reliability of structural wall shear design for tall reinforced-concrete core wall buildings. Eng Struct. 2022;252: 113492. https://doi.org/10.1016/j.engstruct.2021.113492.

    Article  Google Scholar 

  21. Xu J, Zhao T, Wu J, Diao B. Experimental study and reliability assessment of fatigue loaded reinforced concrete beams combined with chloride exposure. Constr Build Mater. 2022;322: 126480. https://doi.org/10.1016/j.conbuildmat.2022.126480.

    Article  CAS  Google Scholar 

  22. Yan F, Lin Z. New strategy for anchorage reliability assessment of GFRP bars to concrete using hybrid artificial neural network with genetic algorithm. Compos B Eng. 2016;92:420–33. https://doi.org/10.1016/j.compositesb.2016.02.008.

    Article  Google Scholar 

  23. Huang X, Sui L, Xing F, Zhou Y, Wu Y. Reliability assessment for flexural FRP-Strengthened reinforced concrete beams based on Importance Sampling. Compos B Eng. 2019;156:378–98. https://doi.org/10.1016/j.compositesb.2018.09.002.

    Article  CAS  Google Scholar 

  24. Kang W-H, Kim J. Reliability-based flexural design models for concrete sandwich wall panels with continuous GFRP shear connectors. Compos B Eng. 2016;89:340–51. https://doi.org/10.1016/j.compositesb.2015.11.040.

    Article  Google Scholar 

  25. Hosking JRM. L-moments: analysis and estimation of distributions using linear combinations of order statistics. J Roy Stat Soc. 1990;52:105–24. https://doi.org/10.1111/j.2517-6161.1990.tb01775.x.

    Article  MathSciNet  Google Scholar 

  26. Tong M-N, Zhao Y-G, Zhao Z. Simulating strongly non-Gaussian and non-stationary processes using Karhunen-Loève expansion and L-moments-based Hermite polynomial model. Mech Syst Signal Process. 2021;160: 107953. https://doi.org/10.1016/j.ymssp.2021.107953.

    Article  Google Scholar 

  27. Zhao Y-G, Tong M-N, Lu Z-H, Xu J. Monotonic expression of polynomial normal transformation based on the first four L-moments. J Eng Mech. 2020;146:06020003. https://doi.org/10.1061/(ASCE)EM.1943-7889.0001787.

    Article  Google Scholar 

  28. Fleishman A. A method for simulating non-normal distributions. Psychometrika. 1978;43:521–32.

    Article  Google Scholar 

  29. Chinese National Standards. Metallic materials-tensile testing-part 1: method of test at room temperature (GB/T 228.1–2021). Beijing: China Quality and Standards Publishing & Media Co Ltd; 2021. (in Chinese).

    Google Scholar 

  30. Chinese National Standards. Fiber reinforced composite bars for civil engineering (GB/T26743-2011). Beijing: China Quality and Standards Publishing & Media Co Ltd; 2011. (in Chinese).

    Google Scholar 

  31. Chinese National Standards. Code for design of concrete structures (GB50010-2010). Beijing: China Building Industry Press; 2010. (in Chinese).

    Google Scholar 

  32. Chadwell CB, Imbsen RA. XTRACT: a tool for axial force-ultimate curvature interactions structures. Nashville: American Society of Civil Engineers; 2004. https://doi.org/10.1061/40700(2004)178.

    Book  Google Scholar 

  33. Yoo D-Y. Flexural behavior of ultra-high-performance fiber-reinforced concrete beams reinforced with GFRP and steel rebars. Eng Struct. 2016;111:246–62.

    Article  Google Scholar 

  34. Feenstra PH, de Borst R. Constitutive model for reinforced concrete. J Eng Mech. 1995;121:587–95. https://doi.org/10.1061/(ASCE)0733-9399(1995)121:5(587).

    Article  Google Scholar 

  35. Karthik MM, Mander JB. Stress-block parameters for unconfined and confined concrete based on a unified stress-strain model. J Struct Eng. 2011;137:270–3. https://doi.org/10.1061/(ASCE)ST.1943-541X.0000294.

    Article  Google Scholar 

  36. Aiello MA, Ombres L. Structural performances of concrete beams with hybrid (fiber-reinforced polymer-steel) reinforcements. J Compos Constr. 2002;6:133–40. https://doi.org/10.1061/(ASCE)1090-0268(2002)6:2(133).

    Article  Google Scholar 

  37. Lau D, Pam HJ. Experimental study of hybrid FRP reinforced concrete beams. Eng Struct. 2010;32:3857–65. https://doi.org/10.1016/j.engstruct.2010.08.028.

    Article  Google Scholar 

  38. Pang L, Qu W, Zhu P, Xu J. Design propositions for hybrid FRP-steel reinforced concrete beams. J Compos Constr. 2016;20:04015086. https://doi.org/10.1061/(ASCE)CC.1943-5614.0000654.

    Article  Google Scholar 

  39. Leung HY, Balendran RV. Flexural behaviour of concrete beams internally reinforced with GFRP rods and steel rebars. Struct Surv. 2003;21:146–57. https://doi.org/10.1108/02630800310507159.

    Article  Google Scholar 

  40. Qu W, Zhang X, Huang H. Flexural behavior of concrete beams reinforced with hybrid (GFRP and Steel) bars. J Compos Constr. 2009;13:350–9. https://doi.org/10.1061/(ASCE)CC.1943-5614.0000035.

    Article  CAS  Google Scholar 

  41. Chen H. Experimental research and theoretical analysis of hybrid reinforced concrete bending element with GFRP bars and steel bars. Southwest Jiaotong University; 2005 (in Chinese).

  42. Lu R, Luo Y, Conte JP. Reliability evaluation of reinforced concrete beams. Struct Saf. 1994;14:277–98. https://doi.org/10.1016/0167-4730(94)90016-7.

    Article  Google Scholar 

  43. Peng F, Xue W. Reliability-based design method for ultimate load-bearing capacity of GFRP reinforced concrete beams under flexure. China Civil Eng J. 2018; 51(5):60–67. (in Chinese)

  44. Unified standard for reliability design of building structures GB 50068–2018. 2019. (in Chinese)

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Funding

Financial support of the work by the Natural Science Foundation of Fujian Province (Grant No. 2021J011062) and the Fujian University of Technology (Grant No. GY-Z21181).

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Correspondence to Xiang Liu.

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Zhang, W., Liu, X., Huang, Y. et al. Reliability-based analysis of the flexural strength of concrete beams reinforced with hybrid BFRP and steel rebars. Archiv.Civ.Mech.Eng 22, 171 (2022). https://doi.org/10.1007/s43452-022-00493-7

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