Data-driven and mechanism-based prediction model for the degraded shear strength of corroded RC beams
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Concrete Corrosion and Durability · Infrastructure Maintenance and Monitoring · Structural Behavior of Reinforced Concrete
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (100+)
Show source-provided references
1. Experimental and analytical study on post-fire residual flexural behavior of corroded reinforced concrete beams after various cooling methods10.1016/j.engstruct.2024.118577 ↗
2. Prediction of residual performance of corroded RC beams from observed surface cracks by 3D RBSM with MPC10.1016/j.engstruct.2024.118186 ↗
3. Crack patterns of concrete with a single rebar subjected to non-uniform and localized corrosion10.1016/j.conbuildmat.2016.04.149 ↗
4. Analysis of crack propagation due to rebar corrosion using RBSM10.1016/j.cemconcomp.2011.06.001 ↗
5. Corrosion initiation in marine concrete members considering spatial correlation of porosity: a mesoscale probabilistic analysis10.1617/s11527-022-01994-w ↗
6. Three-point bending performance of carbon steel with random pitting corrosion in marine environments
7. M.F. Ejaz, Y. Luan, Evaluation of Bond Strength of Strain Hardening Cementitious Composites (SHCC) in Patch Repair of Concrete with the Different Interface Treatments, in: Proceedings of the 9th International Symposium on Advances in Civil and Environmental Engineering Practices for Sustainable Development, 2023: pp. 72–79.
8. Deep learning-based extraction and quantification of features in XCT images of steel corrosion in concrete
9. Corrosion-induced spalling of concrete cover and its effects on shear strength of RC beams10.1016/j.engfailanal.2021.105538 ↗
10. Experimental Study and Analytical Model of Concrete Cover Spalling Induced by Steel Corrosion10.1061/(ASCE)ST.1943-541X.0002647 ↗
11. M. Zhang, M. Shintani, J. Xin, M. Akiyama, Prediction of corrosion-induced crack width distribution: comparing 3D FE and experimental results, in: Proceedings of Japan Concrete Institute, 2020: pp. 1261–1266.
12. Mechanical characterization and impact resistance of concrete incorporating recycled thin-walled hollow tubular GFRP sections10.1007/s41062-025-02390-3 ↗
13. Load-bearing capacity assessment of RC beams using corrosion crack widths
14. Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning10.1016/j.strusafe.2021.102098 ↗
15. Effect of the correlation of steel corrosion in the transverse direction between tensile rebars on the structural performance of RC beams10.1016/j.conbuildmat.2020.120678 ↗
16. A machine learning-based time-dependent shear strength model for corroded reinforced concrete beams
17. Mechanical model for shear strength prediction of corrosion-damaged reinforced concrete beams under various corrosion schemes10.1016/j.engstruct.2025.120357 ↗
18. Effect of Stirrups on the Shear Failure Mechanism of Deep Beams10.3151/jact.10.14 ↗
19. Mechanical properties, drying shrinkage and structural performance of coconut shell lightweight concrete10.1016/j.istruc.2021.10.092 ↗
20. Revisiting Shear Design Provisions of Reinforced Concrete Beams with Post Installed Headed Shear Reinforcement Bars
21. Concrete contribution to shear resistance of GFRP-RC beams under fire exposure
22. Coconut shell waste as an alternative lightweight aggregate in concrete-A review
23. Abdullah · 2024
24. Analytical Study on the Effect of Different Shear Reinforcement Shapes on Shear Failure Behavior and Shear Resistance Mechanism of RC Beams10.3151/jact.19.571 ↗
25. M. Abdullah, H. Nakamura, T. Miura, Numerical Investigation on Influence of Vertical Shear Leg Stirrups to Shear Failure Behavior in Wide Beams Using 3D-RBSM, in: Fib Symposium 2023: Building for the Future: Durable, Sustainable, Resilient, fib Symposium 2023, 2023: pp. 1567–1577. https://doi.org/10.1007/978-3-031-32519-9_158.10.1007/978-3-031-32519-9_158 ↗
26. Shear behavior of RC beams with multiple web openings having no shear reinforcement internally reinforced with expanded metal meshes
27. Aggregate Interlock Role in R.C. Thin-Webbed Beams in Shear10.1061/(ASCE)0733-9445(1987)113:1(1) ↗
28. Experimental investigation of the role of aggregate interlock in the shear resistance of reinforced concrete beams10.1002/suco.201600137 ↗
29. A numerical evaluation on the effect of vertical stirrup legs to shear failure behavior in RC beams based on 3D RBSM10.1016/j.engstruct.2025.121268 ↗
30. The influence of transverse reinforcement and yielding of flexural reinforcement on the shear-transfer actions of RC members10.1016/j.engstruct.2021.111949 ↗
31. Investigation of the shear behavior of RC beams on the basis of measured crack kinematics10.1016/j.engstruct.2016.01.025 ↗
32. Experimental Study on the Effect of Different Shear Reinforcement Shapes on Shear Failure Behavior and Internal Crack Pattern of RC Beams10.3151/jact.19.82 ↗
33. Analytical study on the post-construction shear strengthening effect of RC members using 3-Dimensional RBSM
34. Experimental study on the effect of different shear reinforcement shapes and arrangement on 3D crack propagation and shear failure mechanism in RC beams10.1016/j.istruc.2023.105453 ↗
35. Shear behavior of pre-damaged RC members with post installed headed shear reinforcements under dynamic loading: Novel experimental insights in air and submerged conditions10.1016/j.conbuildmat.2025.144032 ↗
36. Simulation to clarify shear resistance mechanism of SFRC beam by using 3D-RBSM
37. Steel corrosion induced shear performance deterioration of RC beams: experimental investigation and numerical simulation
38. Shear behavior of reinforced concrete beams subjected to accelerated non-uniform corrosion10.1016/j.engstruct.2023.116081 ↗
39. Effectiveness of carbon textile reinforced concrete in shear strengthening short-span corroded reinforced concrete beams
40. Experimental Study on the Shear Behavior of RC Beams with Corroded Stirrups10.3151/jact.15.178 ↗
41. Shear capacity assessment of reinforced concrete beams with corroded stirrups10.1016/j.conbuildmat.2016.12.118 ↗
42. Experimental and analytical study of corroded shear-critical reinforced concrete beams10.1617/s11527-013-0129-y ↗
43. Analysis of reinforced concrete beams with corrosion damaged stirrups for shear capacity10.1080/15732479.2010.504213 ↗
44. Shear capacity of RC beams containing corroded longitudinal bars
45. Huo · 2007
46. Calibration analysis of calculation formulas for shear capacities of corroded RC beams10.1016/j.engstruct.2023.116090 ↗
47. Webster · 2000
48. Experimental study on high-strength concrete beams failing in shear10.1016/j.engstruct.2005.04.010 ↗
49. Mechanical model for the shear strength prediction of corrosion-damaged reinforced concrete slender and non slender beams10.1016/j.engstruct.2021.113163 ↗
50. Applicability analysis of STM and SMCFT of RC beams with shear span-depth ratios≤ 3.0
51. The shear behavior of corroded simply supported reinforced concrete beam
52. Analysis on shearing capacity of concrete beams with corroded stirrups
53. Analysis for shear capacity of reinforced concrete beams with corrosion stirrups10.3901/JME.2011.09.060 ↗
54. Shear behavior degradation and failure pattern of reinforced concrete beam with chloride-induced stirrup corrosion10.1177/1369433219855917 ↗
55. Prediction of residual shear strength of corroded reinforced concrete beams10.1007/s40091-016-0133-x ↗
56. Effects of stirrup corrosion on shear behaviour of reinforced concrete beams10.1080/15732479.2016.1243563 ↗
57. Experimental study on shear capacity of reinforced concrete beams with corroded longitudinal reinforcement10.3390/ma12050837 ↗
58. Shear performance of stirrup corroded RC beams: Effects of strengthening interventions and corrosion rates10.1002/suco.202200796 ↗
59. Effects of stirrup and inclined bar corrosion on shear behavior of RC beams10.1016/j.conbuildmat.2015.07.077 ↗
60. Building code requirements for structural concrete (ACI 318-08) and commentary
61. Interactive mechanical model for shear strength of deep beams10.1061/(ASCE)0733-9445(2004)130:10(1534) ↗
62. Building code requirements for structural concrete (ACI 318-02) and commentary (ACI 318R-02)
63. Bentz · 2000
64. Study on Shear Capacity of Corroded Reinforced Concrete
65. An empirical model for the shear strength of corroded reinforced concrete beam10.1016/j.conbuildmat.2018.08.123 ↗
66. F. Yu, The test research and analysis on the shear strength of diagonal section in corroded reinforced concrete beam, 455 Master’s thesis, Hohai University, China456 (2005).
67. Deterioration of shear performance of reinforced concrete beams with corroded stirrup and longitudinal reinforcements10.1016/j.engstruct.2026.122340 ↗
68. Influence of long-term corrosion in chloride environment on mechanical behaviour of RC beam10.1016/j.engstruct.2012.09.021 ↗
69. Zhu · 2007
70. Experimental shear tests of reinforced concrete beams with corroded longitudinal reinforcement10.1002/suco.201900248 ↗
71. Behaviour of reinforced concrete beams without stirrups subjected to steel reinforced corrosion10.3846/13923730.2014.897979 ↗
72. Performance evaluation of reinforced concrete beams with corroded web reinforcement: Experimental and theoretical study
73. Experimental and numerical study on the influence of corrosion rate and shear span ratio on reinforced concrete beam
74. The effect of corroded stirrups on shear behavior of reinforced concrete beams
75. Shear behavior of RC beams containing corroded stirrups10.1260/1369-4332.17.2.165 ↗
76. Load carrying capacity of concrete structures with corroded reinforcement10.1016/S0950-0618(97)00043-3 ↗
77. Degradation mechanism and predicting models of shearing capacity for corroded reinforced concrete beams
78. Shear performance of reinforced concrete beams with corroded stirrups in chloride environment10.1016/j.corsci.2011.01.058 ↗
79. Ultimate and nominal shear strength in reinforced concrete beams deteriorated by corrosion10.1016/j.engstruct.2011.08.014 ↗
80. Influence of stirrup corrosion on shear strength of reinforced concrete slender beams
81. Liu · 2013
82. An improved method for predicting the shear strength of corroded reinforced concrete beams with experimental and numerical validation10.1080/15732479.2023.2242822 ↗
83. Evaluating the effect of corrosion on shear-critical RC beams by integrated NDT
84. Experimental and Numerical Study on Ultimate Shear Load Carrying Capacity of Corroded RC Beams
85. Corrosion-induced shear performance degradation of reinforced concrete beams10.1016/j.conbuildmat.2020.118668 ↗
86. Shear strength of disturbed regions with corroded stirrups in reinforced concrete beams10.1139/L10-031 ↗
87. Shear behaviour of RC beams with corrosion damaged partial length10.1617/s11527-011-9770-5 ↗
88. Experimental investigation on shear fatigue behavior of reinforced concrete beams with corroded stirrups10.1061/(ASCE)BE.1943-5592.0001350 ↗
89. Experimental studies on the property before and after corrosion of rebars in basic concrete members, Industrial
90. Relation between the loss coefficient of the corroded rebar’s cross-section in concrete and that of its weight
91. Experimental investigation on influence of vertical stirrup legs to shear failure behavior in RC beams
92. Shear Capacity of RC Beams Based on Beam and Arch Actions10.3151/jact.18.241 ↗
93. Shear compression failure in reinforced concrete deep beams10.1061/(ASCE)0733-9445(2003)129:4(544) ↗
94. Higgins · 2003
95. Predicting the shear strength of concrete beams with corroded rebar: a review and synthesis
96. Reevaluation of the equation for shear strength of reinforced concrete beams without web reinforcement10.2208/jscej.1986.372_167 ↗
97. Evaluation of bond properties of reinforced concrete with corroded reinforcement by uniaxial tension testing10.1007/s40069-016-0152-9 ↗
98. Combined deterioration effects of freeze–thaw and corrosion on the cyclic flexural behavior of RC beams
99. Evaluation of the bond properties between concrete and reinforcement as a function of the degree of reinforcement corrosion10.1016/S0008-8846(02)00783-4 ↗
100. Effect of corrosion on bond between reinforcement and concrete-an experimental study10.1007/s44290-024-00061-3 ↗