journal article·2025-07Open access

Experimental and numerical simulation of carbonation-induced corrosion in reinforced concretes

Rasoul Banar, Faramarz Moodi, Ali Akbar Ramezanianpour, Amir Mohammad Ramezanianpour, Pooria Dashti

Abstract

Despite the extensive research on carbonation-induced corrosion (CIC), there is still no consensus on the carbonation front location and the reinforcement corrosion onset. In addition, a reliable diffusion-reaction numerical simulation for quantitative prediction of carbonation depth seems to be lacking. In this study, normal and pozzolanic concretes, both with and without reinforcing, were exposed to 5 % CO 2 , 30 ℃, and 65 % RH for up to 12 months. A novel finite element method-based model was simulated using COMSOL Multiphysics software and validated by carbonation depth results of experimental data. Regarding half-cell potential results, consideration of the criterion of significant potential drop instead of the threshold values specified in ASTM C876 allows for determining the onset time of CIC. Among the surveyed approaches for corrosion onset, considering the critical carbonation depth led to a conservative prediction with an average error of about 41 %. However, the presented theoretical models provided a more reliable prediction with an average error of 18 %. By increasing the concrete cover thickness on the reinforcement bars from 1.5 to 2.5 cm, the average initiation time of CIC increased by approximately three times. The section loss rate of reinforcements in 8 % SF and 20 % GGBFS mixtures increased by about 49 % and 86 %, respectively, compared to the control mixture without SCMs. • A novel diffusion-reaction numerical simulation was proposed for predicting carbonation depth. • Five approaches were compared to predict the onset time of CIC. • The criterion of significant potential drop is helpful to assess the onset time of CIC based on the half-cell potential test. • As the cover thickness of RC increased from 1.5 to 2.5 cm, the onset time of CIC increased approximately 3 times. • Applying the critical carbonation depth led to a more conservative prediction for CIC initiation compared to theoretical approaches.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Concrete Corrosion and Durability · Corrosion Behavior and Inhibition · Concrete and Cement Materials Research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (76)

Show source-provided references
1. Durability demands related to carbonation induced corrosion for Finnish concrete buildings in changing climate10.1016/j.engstruct.2014.01.032 ↗
2. Numerical study of carbonation and its effect on chloride binding in concrete10.1016/j.cemconcomp.2019.103402 ↗
3. Carbonation of hybrid concrete with high blast furnace slag content and its impact on structural steel corrosion
4. Finite element modeling of coupled heat transfer, moisture transport and carbonation processes in concrete structures10.1016/S0958-9465(02)00125-7 ↗
5. Effects of temperature, humidity and CO2 concentration on carbonation of cement-based materials: a review10.1016/j.conbuildmat.2022.128399 ↗
6. Evaluation of a carbonation model for existing concrete facades and balconies by consecutive field measurements10.1016/j.cemconcomp.2015.10.013 ↗
7. Cracking of the concrete cover due to reinforcement corrosion: a two-dimensional lattice model study10.1016/j.conbuildmat.2013.03.063 ↗
8. A method for the use of accelerated carbonation tests in durability design10.1016/j.conbuildmat.2012.06.028 ↗
9. A study of the CEN test method for measurement of the carbonation depth of hardened concrete10.1007/BF02484168 ↗
10. Some effects of cement and curing upon carbonation and reinforcement corrosion in concrete10.1007/BF02486162 ↗
11. Carbonation-induced and chloride-induced corrosion in reinforced concrete structures10.1061/(ASCE)MT.1943-5533.0001209 ↗
12. Corrosion-induced cracking fragility of RC bridge with improved concrete carbonation and steel reinforcement corrosion models10.1016/j.engstruct.2020.110313 ↗
13. Wu · 2020
14. Carbonation-induced reinforcement corrosion in silica fume concrete10.1016/j.conbuildmat.2008.08.005 ↗
15. A modified numerical model for predicting carbonation depth of concrete with stress damage10.1016/j.conbuildmat.2021.124389 ↗
16. A review on the modelling of carbonation of hardened and fresh cement-based materials10.1016/j.cemconcomp.2021.104315 ↗
17. Statistical analysis of the carbonation coefficient in open air concrete structures10.1016/j.conbuildmat.2011.10.028 ↗
18. Fundamental modeling and experimental investigation of concrete carbonation
19. Physical and chemical characteristics affecting the durability of concrete
20. Carbonation depth model and carbonated acceleration rate of concrete under different environment10.1016/j.cemconcomp.2020.103736 ↗
21. Incorporating multi-physics deterioration analysis in building information modeling for life-cycle management of durability performance10.1016/j.autcon.2019.103004 ↗
22. Experimental study and multi-physics modelling of concrete under supercritical carbonation10.1016/j.conbuildmat.2019.116680 ↗
23. Effects of crack and ITZ and aggregate on carbonation penetration based on 3D micro X-ray CT microstructure evolution10.1016/j.conbuildmat.2016.10.062 ↗
24. Impact of the microstructure model on coupled simulation of drying and accelerated carbonation10.1016/j.cemconres.2017.11.008 ↗
25. Impact of carbonation on unsaturated water transport properties of cement-based materials10.1016/j.cemconres.2015.04.002 ↗
26. Combined effect of carbonation and chloride ingress in concrete10.1016/j.conbuildmat.2016.02.034 ↗
27. A model predicting carbonation depth of concrete containing silica fume10.1617/s11527-008-9413-7 ↗
28. Climatic issue in an advanced numerical modeling of concrete carbonation10.3390/su13115994 ↗
29. Chine, B., et al., A model of concrete carbonation using comsol multiphysics. In Proceedings of the 2018 COMSOL Conference in Lausanne, 2018.
30. Carbonation of concrete in relation to CO2 permeability and degradation of coatings10.1016/j.conbuildmat.2007.07.032 ↗
31. Influence of porosity and water content on the diffusivity of CO2 and O2 through hydrated cement paste10.1016/0008-8846(94)90040-X ↗
32. Carbonation-induced corrosion: investigation of the corrosion onset10.1016/j.conbuildmat.2017.12.066 ↗
33. ASTM C876-15, Standard Test Method for Corrosion Potentials of Uncoated Reinforcing Steel in Concrete, ASTM International, West Conshohocken, PA, 2015.
34. Japan Society of Civil Engineers, Standard specifications for concrete structures: design, JSCE Guidelines for Concrete No. 15, 2007.
35. Critical carbonation depth for initiation of steel corrosion in fully carbonated concrete and development of electrochemical carbonation induced corrosion model10.1016/S1452-3981(23)15216-3 ↗
36. Effect of global climatic change on carbonation progress of concrete10.1016/j.atmosenv.2007.05.028 ↗
37. A study of carbonation-induced corrosion10.1680/macr.1994.46.166.23 ↗
38. Durability, mechanical, workability, and environmental assessment of self-consolidating concrete containing blast furnace slag and natural zeolite10.1016/j.jobe.2024.108737 ↗
39. A comprehensive comparison between using silica fume in the forms of water slurry or blended cement in mortar/concrete
40. Understanding the carbonation of concrete with supplementary cementitious materials: a critical review by RILEM TC 281-CCC10.1617/s11527-020-01558-w ↗
41. Experimental and numerical investigations on macrocell corrosion of partially carbonated reinforced concrete with supplementary cementitious materials10.1016/j.cemconcomp.2022.104827 ↗
42. Service life modelling of carbonated reinforced concrete with supplementary cementitious materials considering early corrosion propagation10.1016/j.conbuildmat.2024.134861 ↗
43. ASTM C150/C150M-20, Standard Specification for Portland Cement, ASTM International, West Conshohocken, PA, 2020.
44. ASTM C33/C33M-18, Standard Specification for Concrete Aggregates, ASTM International, West Conshohocken, PA, 2018.
45. ASTM C494, "Standard Specification for Chemical Admixtures for Concrete, ASTM International", West Conshohocken, PA.
46. Studying effects of low-reactivity GGBFS on chloride resistance of conventional and high strength concretes10.1617/s11527-015-0670-y ↗
47. Experimental study on effects of CO2 concentrations on concrete carbonation and diffusion mechanisms10.1016/j.conbuildmat.2015.06.007 ↗
48. Carbonation and pH in mortars manufactured with supplementary cementitious materials10.1061/(ASCE)0899-1561(2009)21:5(217) ↗
49. Thiel, C. and C. Gehlen. On the determination of carbonation in cementitious materials. in Proceedings of the International Conference on Sustainable Materials Systems and Structures (SMSS2019) Durability, Monitoring and Repair of Structures, Rovinj, Croatia. 2019.
50. Effect of carbonation on chloride binding capacity of limestone calcined clay cement (LC3) and binary pastes
51. ASTM G1-03(2017)e1, Standard Practice for Preparing, Cleaning, and Evaluating Corrosion Test Specimens, ASTM International, West Conshohocken, PA, 2017.
52. Influences of corrosion degree and uniformity on bond strength and cracking pattern of cement mortar and PVA-ECC10.1061/JMCEE7.MTENG-14846 ↗
53. Faraday's electrochemical laws and the determination of equivalent weights10.1021/ed031p226 ↗
54. Corrosion behavior of reinforcement in slag concrete
55. Influence of steel–concrete interface condition on galvanic corrosion currents in carbonated concrete10.1016/j.corsci.2010.04.037 ↗
56. Chemical Reaction Engineering Module
57. A 2-D numerical research on spatial variability of concrete carbonation depth at meso-scale10.12989/cac.2015.15.2.231 ↗
58. Experimental investigation and numerical modeling of carbonation process in reinforced concrete structures: part II. Practical applications
59. Competition of several carbonation reactions in concrete: a parametric study10.1016/j.cemconres.2008.09.003 ↗
60. The experimental investigation of concrete carbonation depth10.1016/j.cemconres.2004.07.025 ↗
61. Interactions between Portland cement and carbon dioxide
62. Mathematical model on progress of carbonation of concrete10.3151/crt1990.2.1_125 ↗
63. A review on effects of curing, sheltering, and CO2 concentration upon natural carbonation of concrete10.1016/j.conbuildmat.2016.09.056 ↗
64. An overview on concrete carbonation in the context of eco-efficient construction: Evaluation, use of SCMs and/or RAC10.1016/j.conbuildmat.2012.04.066 ↗
65. The pH measurement of concrete and smoothing mortar using a concrete powder suspension10.1016/j.cemconres.2003.09.017 ↗
66. Evolution of pH and chemical composition of pore solution in carbonated concrete10.1016/j.conbuildmat.2011.09.006 ↗
67. Influence of cyclic drying–wetting and carbonation on oxygen diffusivity of cementitious materials: interpretation from the perspective of microstructure10.1061/(ASCE)MT.1943-5533.0004414 ↗
68. Carbonation of concrete bridge structures in three South African localities10.1016/j.cemconcomp.2007.06.005 ↗
69. Carbonation rates of concretes containing high volume of pozzolanic materials10.1016/j.cemconres.2007.08.014 ↗
70. Experimental investigations on the effect of concrete quality, exposure conditions and duration of initial moist curing on carbonation rate in concretes exposed to urban, inland environment10.1016/j.conbuildmat.2020.118443 ↗
71. Evaluation on use of half-cell potential for measuring corrosion potential of steel bars in reinforced concrete subjected to carbonation
72. Microcell and macrocell corrosion of steel bars in reinforced concrete slabs under different corrosive environments and cathode/anode configurations10.1016/j.cemconcomp.2023.104989 ↗
73. Poulsen, S. and H. Sorensen, RILEM TC 235-CTC: corrosion initiating chloride threshold concentrations in concrete final test report on DTI’s participation in round robin test. 2014, March.
74. Experimental investigation of time dependent non-linear 3D relationship between critical carbonation depth and corrosion of steel in carbonated concrete10.1179/147842210X12659647007086 ↗
75. Measurement of loss of steel from reinforcing bars in concrete using linear polarisation resistance measurements10.1016/j.ndteint.2003.11.003 ↗
76. Quantification of Tafel coefficients according to passive/active state of steel carbonation-induced corrosion in concrete10.1002/maco.201910962 ↗