journal article·2025-07Open access

Remaining Life of Ageing RC Infrastructure for Sustainable development—Deterioration Under Climate Change

Nadiia Kopiika, Peter Robery, Jelena Ninic, Stergios-Aristoteles Mitoulis

Abstract

This paper assesses structural deterioration in ageing reinforced concrete (RC) infrastructure assets, emphasizing the need for climate adaptation to ensure long-term sustainability. By advancing empirical models to account for the accelerating effects of climate change on carbonation-induced corrosion, this paper for the first time in international literature leverages material vulnerabilities, observed long-term trends degradation trends, and future climate projections to facilitate structural assessment for service life prediction. The method is then applied in two real-world case studies: a dam which also functions as a bridge in Ukraine, constructed in the 1930s, and a long-span bridge in Greece constructed in the 1970s. The models developed quantify the acceleration of carbonation rates under varying environmental conditions due to climate change, revealing regional differences of up to 25 % in degradation rates between coastal and inland areas in different climates (temperate continental and mediterranean).The study also highlights the limitations of standard corrosion models in capturing stress concentrations, cracking, and seismic effects in cantilevered structures, introducing ‘Achilles heel’ points—critical vulnerabilities in low-redundancy structures. The proposed modelling is a robust framework for predicting degradation, offering an effective approach for the global assessment of various reinforced concrete structures and informing optimized design and maintenance strategies. The findings demonstrate the importance of developing tailored adaptation strategies that align with specific environmental conditions. They provide actionable insights for engineers and policymakers to enhance the resilience of RC structures amidst evolving climatic challenges. • Quantifies carbonation-driven corrosion under changing climate conditions. • Evaluates aging RC structures' vulnerabilities to long-term environmental impacts. • Highlights the urgent need for climate-aware adaptation in infrastructure planning. • Develops a framework for assessing RC structures’ resilience to degradation. • Supports sustainable planning by addressing climate-induced deterioration risks.
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Research context

OpenAlex topics: Concrete Corrosion and Durability · Infrastructure Maintenance and Monitoring · Wind and Air Flow Studies

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References (99)

Show source-provided references
1. Ensuring the load-bearing capacity of monolithic reinforced concrete slab damaged by cracks in the compressed zone
2. Specifics of corrosion processes in thermally strengthened rebar
3. Effect of surface-treated energy optimized furnace steel slag as coarse aggregate in the performance of concrete under corrosive environment10.1016/j.conbuildmat.2021.122840 ↗
4. Y, Specifics of physico-mechanical characteristics of thermally-hardened rebar10.30657/pea.2022.28.09 ↗
5. Strengthening RC eccentrically loaded columns by CFRP at different levels of initial load10.1016/j.engstruct.2023.115694 ↗
6. Bearing capacity of reinforced concrete beams with and without damages of rebar
7. Study of concrete under combined action of aggressive environment and long-term loading10.3390/ma14216612 ↗
8. Rapid post-disaster infrastructure damage characterisation using remote sensing and deep learning technologies: a tiered approach10.1016/j.autcon.2024.105955 ↗
9. Synergetic-informed deep reinforcement learning for sustainable management of transportation networks with large action spaces10.1016/j.autcon.2024.105302 ↗
10. Resilience-driven repair sequencing decision under uncertainty for critical infrastructure systems10.1016/j.ress.2022.108378 ↗
11. Integration of inspection and monitoring data for RL-enhanced sustainable life-cycle management of infrastructure networks
12. Sustainability and resilience-driven prioritisation for restoring critical infrastructure after major disasters and conflict10.1016/j.trd.2025.104592 ↗
13. Seismic fragility analysis of coastal bridges considering different corrosion damage modes among multiple RC bridge columns
14. Experimental study on the corrosion characteristics of steel bars in concrete considering the effects of multiple factors
15. Effect of expansive agent on temperature and deformation of concrete under simulated actual construction condition
16. Physical, strength, durability and microstructural analysis of self-healing concrete: a systematic review
17. Inhibition of mild steel corrosion using magnolia kobus extract in sulphuric acid medium
18. Ecofriendly green inhibitor from hemerocallis fulva against aluminum corrosion in sulphuric acid medium10.1080/01694243.2020.1712770 ↗
19. Impact of climate change on corrosion and damage to concrete infrastructure in australia10.1007/s10584-011-0124-7 ↗
20. Effects of climate change on structures; analysis of carbonation-induced corrosion in reinforced concrete structures in malta
21. Expected implications of climate change on the corrosion of structures, EUR 30303 EN
22. Climate change and corrosion damage risks for reinforced concrete infrastructure in china10.1080/15732479.2013.858270 ↗
23. NZZ The Carola Bridge in Dresden has partially collapsed – an expert says corrosion is a possible cause. Available at: 〈http://surl.li/gyxzhw〉 (open source, last assessed 28.11.2024).
24. Post-collapse analysis of morandi’s polcevera viaduct in genoa italy10.1007/s13349-019-00370-7 ↗
26. Report of RILEM TC 281-CCC: A critical review of the standardised testing methods to determine carbonation resistance of concrete10.1617/s11527-024-02424-9 ↗
27. Corrosion of steel in carbonated concrete: mechanisms, practical experience, and research priorities–a critical review by RILEM TC 281-CCC10.21809/rilemtechlett.2020.127 ↗
28. Best practice in the management and protection of concrete assets
29. Case study for the repair of berths 4 & 6 in guernsey. in concrete repair
30. life extension of deteriorating M1 motorway bridge half joints using impressed current cathodic protection
31. Impact of climate change on the corrosion of the european reinforced concrete building stock
32. Impact of climate change on the service life of concrete structures
33. BS EN 206:2013+A2:2021. Concrete – Specification, performance, production and conformity. British Standards Institution, 2021.
34. Developments in defining exposure classes for durability design and specification10.1002/suco.202000792 ↗
35. fib Model Code for Concrete Structures 2020, 2023, Lausanne, Switzerland: International Federation for Structural Concrete (fib). ISBN: 978-2-88394-175-5.
36. 2025). Unraveling the structural deterioration of isfahan's sio-se-pol historical bridge: a finite element analysis approach
37. Projections of corrosion and deterioration of infrastructure in united states coasts under a changing climate10.1016/j.rcns.2022.04.004 ↗
38. ASCE (American Society of Civil Engineers), 2018, Climate-resilient infrastructure: adaptive design and risk management. ASCE manuals and reports on engineering practice No.140. Ayyub Bilal M, editor American Society of Civil Engineers, Reston, VA, USA; ISBN 9780784415191.
39. USGCRP (U.S. Global Change Research Program). The Fifth National Climate Assessment (NCA5). 〈https://nca2023.globalchange.gov/chapter/front-matter/〉. (open source, last assessed 05.12.2024).
40. Climate change impact on RC structures subjected to chloride ingress and carbonation-induced corrosion
41. Effect of climate change on structural safety of RC bridges in coastal region10.1016/j.istruc.2024.106273 ↗
42. Particularities of the hot desert climate of the arabian peninsula on the durability of reinforced concrete structures–a case study10.1016/j.conbuildmat.2021.124813 ↗
43. Deterioration modelling of GFRP-reinforced cement-based concrete infrastructure in service under the natural inland atmospheric environment10.1016/j.conbuildmat.2024.138005 ↗
44. The useful life of reinforced concrete structures with reinforcement corrosion due to carbonation in non-aggressive and normal exposures in the spanish mediterranean10.3390/ma15030745 ↗
45. D. Coronelli, Condition rating of RC structures: a case study, J Build Apprais 3 (1) 29–51. 2007, https://doi.org/10.3390/ma15030745.10.1057/palgrave.jba.2950057 ↗
46. Condition assessment and analysis of a reinforced concrete building in India: a case study
47. Case study on the 20 years propagation of carbonation in existing concrete facades and balconies10.2478/ncr-2019-0004 ↗
48. Deterioration rate diagnosis to global climatic change
49. Effect of global climatic change on carbonation progress of concrete10.1016/j.atmosenv.2007.05.028 ↗
50. Climate change impact and risks of concrete infra-structure deterioration10.1016/j.engstruct.2011.01.010 ↗
51. Spatial time-dependent reliability analysis of corrosion damage to RC structures with climate change10.1680/macr.14.00098 ↗
52. Influence of cement type and temperature on the rate of corrosion of steel in concrete exposed to carbonation10.5006/1.3278306 ↗
53. Effects of temperature, humidity and CO2 concentration on carbonation of cement-based materials: a review10.1016/j.conbuildmat.2022.128399 ↗
54. Cracking in reinforced concrete cross-sections due to non-uniformly distributed corrosion10.3390/ma16186331 ↗
55. Investigation of corrosion product distribution and induced cracking patterns in reinforced concrete using accelerated corrosion testing10.3390/app142311453 ↗
56. Z. Li, C. Shi, Y. Chen, Y. Analysis of Carbonation Behavior of Cracked Concrete. PMC (2022). 〈https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267645/〉.
57. Multi-region lifetime assessment of reinforced concrete structures subjected to carbonation and climate change
58. A review of mechanical properties of deteriorated concrete due to delayed ettringite formation and its influence on the structural behavior of reinforced concrete members10.1016/j.conbuildmat.2024.135795 ↗
59. The modified compression field theory for reinforced concrete elements subjected to shear
60. Structural assessment of corroded reinforced concrete beams: modeling guidelines10.1061/(ASCE)0733-9445(2004)130:8(1214) ↗
61. H. Lee, K. Calvin, D. Dasgupta, G. Krinmer, A. Mukherji, P. Thorne, … Z. Zommers, Synthesis report of the IPCC Sixth Assessment Report (AR6), Longer report. IPCC. 〈https://www.ipcc.ch/report/ar6/syr/〉 IPCC, Geneva, Switzerland, (2023) 35-115, https://doi.org/10.59327/IPCC/AR6-9789291691647.10.59327/IPCC/AR6-9789291691647 ↗
62. B.C. O’Neill, E. Kriegler, K. Riahi, K.L. Ebi, S. Hallegatte, T.R. Carter, R. Mathur, D.P. van Vuuren, A new scenario framework for climate change research: The concept of shared socioeconomic pathways, Climatic Change, 122(3) (2014) 387–400. https:// doi. org/ 10. 1007/ s10584- 013- 0905-2.10.1007/s10584-013-0905-2 ↗
63. The roads ahead: narratives for shared socioeconomic pathways describing world futures in the 21st century10.1016/j.gloenvcha.2015.01.004 ↗
64. RCP Concentration Calculations and Data Final Version, background data, acknowledgements and further info. 〈https://www.pik-potsdam.de/∼mmalte/rcps/index.htm#Contact〉 (open source, last assessed 05.12.2024).
65. The shared socioeconomic pathways and their energy, land use, and greenhouse gas emissions implications: an overview10.1016/j.gloenvcha.2016.05.009 ↗
66. Scenarios towards limiting global mean temperature increase below 1.5C10.1038/s41558-018-0091-3 ↗
67. Politeka: Repairs will be delayed: a crack dating back to the USSR was discovered on the DniproHPP dam. Available at: 〈http://surl.li/nmskg〉 (open source, last assessed 28.11.2024).
68. Forpost: The Dnipro HPP dam is collapsing due to the constant traffic of large-sized vehicles Avail-able at: 〈http://surl.li/nmskm〉 (open source, last assessed 30.11.2024).
69. World Bank Group, Climate Change Knowledge Portal 2023. Available at: 〈http://surl.li/nmsjc〉 (open source, last assessed 28.11.2024).
70. NOAA National Centers for Environmental information, Climate at a Glance: Global Time Series, published October 2023. Available at: 〈https://www.ncei.noaa.gov/access/monitoring/climate-at-a-glance/global/time-series〉 (open source, last assessed 30.11.2024).
71. Atmospheric Carbon Dioxide (CO2) levels, 1800–present. Available at: 〈https://www.sealevel.info/co2.html〉 (open source, last assessed 30.11.2024).
72. The POWER Project. NASA Prediction Of Worldwide Energy Resources. Available at: 〈http://surl.li/nmsjw〉 (open source, last assessed 30.11.2024).
73. Climate change impact and risks of concrete infra-structure deterioration10.1016/j.engstruct.2011.01.010 ↗
74. Climate change adaptation for corrosion control of concrete infrastructure10.1016/j.strusafe.2011.10.002 ↗
75. fib (Fe´de´ ration internationale du be´ ton) (2006) Model Code for Service Life Design. fib, Lausanne, Switzerland, Bulletin 34.
76. Structural assessment of corroded reinforced concrete beams: modeling guidelines10.1061/(ASCE)0733-9445(2004)130:8(1214) ↗
77. Ensuring operating reliability of the bridge crossing of the Dnipro HPP drives, bulletin of the NUVHP
78. of the technical condition of the structures of the spillway dam of the Dnipro HPP
79. Eurocode 2: Design of Concrete Structures - Provides guidelines for partial safety factors in structural design.
80. Calibrating partial safety factors in line with required reliability levels for concrete structures10.1080/19648189.2020.1824820 ↗
81. Calculation of safety factors of the eurocodes10.3390/app11010208 ↗
82. Approaches to estimate global safety factors for reliability assessment of RC structures using non-linear numerical analyses10.1016/j.engstruct.2024.118193 ↗
83. BS EN 1504-9:2008. Products and systems for the protection and repair of concrete structures. Definitions, requirements, quality control, and evaluation of conformity. General principles for the use of products and systems. British Standards Institution, 2008.
84. The Guardian. Richard Nelsson. Second world war: Dnieper dam blown up by Russians – archive, 1941. 〈http://surl.li/mrlycx〉 (open source, last assessed 22.01.2025).
85. Trading Economics. Ukraine Inflation Rate 〈http://surl.li/uewxdw〉 (open source, last assessed 22.01.2025).
86. National Bank of Ukraine 〈http://surl.li/kjschl〉 (open source, last assessed 22.01.2025).
87. I. Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics10.1080/01431161.2021.2003468 ↗
88. Metainfrastructure.org: 〈https://metainfrastructure.org/〉 (open source, last assessed 28.11.2024).
89. Seismic fault geometry and kinematics of the 13 may 1995 western macedonia (greece) earthquake10.1016/S0264-3707(97)00082-3 ↗
90. D. Konstantinidis, A.Maravas. Egnatia Motorway concrete bridges statistics. In ASECAP Study and Information Days proceedings of the international conference in Portoroz Slovenia, (2003) 92-109.
91. Greece Inflation Rate (I:GIRNM): 〈http://surl.li/wrtakg〉 (open source, last assessed 22.01.2025).
92. European Central Bank. Greece Policy Rate: 〈http://surl.li/kpywkv〉 (open source, last assessed 22.01.2025).
93. BSI (2018a) BS EN 12390-10:2018: Testing hardened concrete Part 10: Determination of the carbonation resistance of concrete at atmospheric levels of carbon dioxide. BSI, London, UK.
94. BSI (2020) BS EN 12390-12:2020: Testing hardened concrete Part 12: Determination of the carbonation resistance of concrete – accelerated carbonation method. BSI, London, UK.
95. Economic impact of bridge functionality loss from a resilience perspective: queensferry crossing, uk
96. Corrosion-induced cover cracking: new test data and predictive models
97. Spatial time-dependent reliability analysis of corrosion damage to RC structures with climate change10.1680/macr.14.00098 ↗
98. Stabilizing greenhouse gas concentrations at low levels: an assessment of reduction strategies and costs10.1007/s10584-006-9172-9 ↗
99. L. Clarke, J. Edmonds, H. Jacoby, H. Pitcher, J. Reilly, R. Richels, Scenarios of Greenhouse Gas Emissions and Atmospheric Concentrations. Sub-report 2.1A of Synthesis and Assessment Product 2.1 by the U.S. Climate Change Science Program and the Subcommittee on Global Change Research. Department of Energy, Office of Biological & Environmental Research, Washington, 7 DC., USA, (2007) 154 pp.