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Performance-based assessment of durability and prediction of RC structure service life: transport properties as input data for physical models

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Abstract

This paper deals with an approach based on durability indicators (DIs), intended for the assessment of the durability and the prediction of the service life (SL) of reinforced concrete structures with respect to reinforcement corrosion. The methods of assessment of the DIs, more specifically of the transport properties effective chloride diffusion coefficient and “intrinsic” liquid water permeability, are first investigated. Direct experimental methods, indirect methods based on simple analytical formulas, as well as numerical inverse analysis which involves the same physical models as used for prediction, are compared. Very good agreement is pointed out between the results obtained by the various methods for a broad range of materials. The effect of SCM, as well as of accelerated carbonation in the case of permeability, is also investigated. 1-D numerical models of moisture or ionic isothermal transport are then introduced, where the selected DIs are the main input data. Simulations carried out with the moisture transport model are compared to moisture profiles measured by gamma-ray attenuation, in order to validate the model and the input data (permeability). With regard to chloride ingress, examples of application of the multispecies transport model (saturated conditions) are provided for concentration profile prediction, in lab and in field conditions, as well as SL prediction.

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References

  1. Aïtcin PC (2000) Cements of yesterday and today. Concrete of tomorrow. Cem Concr Res 30(9):1349–1359

    Google Scholar 

  2. Damtoft JS, Lukasik J, Herfort D, Sorrentino D, Gartner EM (2008) Sustainable development and climate change initiatives. Cem Concr Res 38(2):115–127

    Google Scholar 

  3. Scrivener KL, Kirkpatrick RJ (2008) Innovation in use and research on cementitious materials. Cem Concr Res 38:128–136

    Google Scholar 

  4. Arya C, Xu Y (1995) Effect of cement type on chloride binding and corrosion of steel in concrete. Cem Concr Res 25(4):893–902

    Google Scholar 

  5. Dhir RK, Jones MR (1999) Development of chloride-resisting concrete using fly ash. Fuel 78:137–142

    Google Scholar 

  6. Papadakis VG (2000) Effect of supplementary cementing materials on concrete resistance against carbonation and chloride ingress. Cem Concr Res 30(10):291–299

    Google Scholar 

  7. Bamforth PB (2001) Guidance on the selection of measures for enhancing reinforced concrete durability. Appendix 1 (modelling carbonation rates using the concept of equivalent chemical buffering capacity) and supplementary data reports, contract report, Issue no. 3, Nov

  8. Luo R, Cai Y, Wang C, Huang X (2003) Study of chloride binding and diffusion in GGBS concrete. Cem Concr Res 33(1):1–7

    Google Scholar 

  9. Thomas MDA, Matthews JD (2004) Performance of pfa concrete in a marine environment—10-year results. Cem Concr Compos 26(1):5–20

    Google Scholar 

  10. Saillio M (2012) Physical and chemical ion-matrix interactions in sound and carbonated concrete. Influence on ionic transport (in French). PhD Thesis, Paris-Est University, Marne-la-Vallée

  11. Ho DWS, Lewis RK (1987) Carbonation of concrete and its prediction. Cem Concr Res 17(3):489–504

    Google Scholar 

  12. Thaulow N, Lee R, Wagner K, Sadananda S (2000) Effect of calcium hydroxide content on the form, extent, and significance of carbonation, in calcium hydroxide in concrete. J Am Ceram Soc 191–202

  13. EN 206-1 (2000) Concrete—Part 1: specification, performance, production and conformity, CEN, Dec

  14. EN 1992-1-1: 2004: Eurocode 2—design of concrete structures—Part 1-1: general rules and rules for buildings. CEN

  15. Baroghel-Bouny V et al. (2007) Concrete design for a given structure service life—durability management with regard to reinforcement corrosion and alkali–silica reaction. State-of-the-art and guide for the implementation of a predictive performance approach based upon durability indicators. AFGC Scientific and Technical Documents (AFGC, Paris, issue in French: 2004, issue in English: 2007)

  16. Baroghel-Bouny V (2007) Durability indicators: relevant tools for performance-based evaluation and multi-level prediction of RC durability. In: Baroghel-Bouny V, Andrade C, Torrent R, Scrivener K (eds) Proceedings of the international RILEM workshop on performance based evaluation and indicators for concrete durability, PRO 47, Madrid, Spain, 19–21 March 2006. RILEM Publishers, Bagneux, pp 3–30

  17. Baroghel-Bouny V (2007) Durability indicators: relevant tools for an improved assessment of RC durability. In: Toutlemonde F, Sakai K, Gjørv OE, Banthia N (eds) Proceedings of the 5th international conference on concrete under severe conditions: environment and loading (CONSEC’07), Tours, France, vol 1, 4–6 June 2007. LCPC, Paris, pp 67–84

  18. Ferreira M, Jalali S, Gjorv OE (2003) Probability-based approach to service life analysis of concrete harbour structures. In: Naus DJ (ed) Proceedings of the 2nd international RILEM workshop “Life prediction and aging management of concrete structures”, Paris, France, 5–6 May 2003. RILEM Publishers, Bagneux, pp 319–328

  19. Bickley J, Hooton RD, Hover KC (2006) Preparation of a performance-based specification for cast-in-place concrete. RMC Research Foundation, report, Jan 2006

  20. Baroghel-Bouny V, Andrade C, Torrent R, Scrivener K (eds) Proceedings of the international RILEM workshop on performance based evaluation and indicators for concrete durability, PRO 47, Madrid, Spain, 19–21 March 2006. RILEM Publishers, Bagneux

  21. Alexander MG, Ballim Y, Stanish K (2008) A framework for use of durability indexes in performance-based design and specifications for reinforced concrete structures. Mater Struct 41:921–936

    Google Scholar 

  22. Tuutti K (1982) Corrosion of steel in concrete, Report 4.82. Swedish Cement and Concrete Research Institute (CBI), Stockholm

    Google Scholar 

  23. Baroghel-Bouny V, Thiery M (2008) Assessment and prediction of RC durability based upon durability indicators, monitoring parameters and models—scientific bases, methodology, detailed presentation of carbonation model and practical applications, Etudes et Recherches des LPC, “Ouvrages d’art” Series, OA 60, July. LCPC, Paris

  24. Baroghel-Bouny V, Nguyen TQ, Dangla P (2009) Assessment and prediction of RC structure service life by means of durability indicators and physical/chemical models. Cem Concr Compos 31(8):522–534

    Google Scholar 

  25. Thiery M, Baroghel-Bouny V, Cremona C (2008) An engineering approach to the problem of natural carbonation accompanied by drying–wetting cycles. In: Schlangen E, de Schutter G (eds) Proceedings of the 2nd international conference on concrete modelling CONMOD’08, PRO 58, Delft, The Netherlands, 26–28 May 2008. RILEM Publishers, Bagneux, pp 265–273

  26. Baroghel-Bouny V, Thiery M, Wang X (2011) Modelling of isothermal coupled moisture–ion transport in cementitious materials. Cem Concr Res 41(8):828–841

    Google Scholar 

  27. NF P 18-459 (2010) Concrete—testing hardened concrete—testing porosity and density (in French). AFNOR, March

  28. Villain G, Thiery M, Platret G, Clement JL (2007) Application of a performance-based approach to evaluate the durability of the deck of a big bridge 15 years after its construction. Bull Lab Ponts Chaus 270–271:1–26

    Google Scholar 

  29. Torrenti JM (2009) Characterization of the variability of concrete performances—application to structural durability (in French). In: Proceedings of the AFGC technical seminar “Cycle de vie des ouvrages: une approche globale (GC’2009)”, Cachan, France, 18–19 March 2009

  30. Samson E, Marchand J (2007) Modeling the transport of ions in unsaturated cement-based materials. Compos Struct 85:1740–1756

    Google Scholar 

  31. Nguyen TQ, Baroghel-Bouny V, Dangla P (2006) Prediction of chloride ingress into saturated concrete on the basis of a multi-species model by numerical calculations. Compos Concr 3(6):401–422

    Google Scholar 

  32. Baroghel-Bouny V, Kinomura K, Thiery M, Moscardelli S (2011) Easy assessment of durability indicators for service life prediction or quality control of concretes with high volumes of supplementary cementitious materials. Cem Concr Compos 33(8):832–847

    Google Scholar 

  33. Baroghel-Bouny V, Thiery M, Barberon F, Coussy O, Villain G (2007) Assessment of transport properties of cementitious materials: a major challenge as regards durability? Eur Rev Civ Eng 11(6):671–696

    Google Scholar 

  34. Tang L (1996) Chloride transport in concrete—measurement and prediction. PhD Thesis, Publ. P-96:6, Department of Building Materials, Chalmers University of Technology, Göteborg

  35. Samson E, Marchand J, Snyder KA (2003) Calculation of ionic diffusion coefficients on the basis of migration test results. Mater Struct 36:156–165

    Google Scholar 

  36. Baroghel-Bouny V, Belin P, Maultzsch M, Henry D (2007) AgNO3 spray tests—advantages, weaknesses, and various applications to quantify chloride ingress into concrete. Part 2: non-steady-state migration tests and chloride diffusion coefficients. Mater Struct 40(8):783–799

    Google Scholar 

  37. Baroghel-Bouny V, Wang X, Thiery M (2010) Prediction of chloride binding isotherms by analytical model or numerical inverse analysis. In: van Breugel K, Ye G, Yuan Y (eds) Proceedings of the 2nd international symposium on service life design for infrastructures, PRO 70, Delft, The Netherlands, vol 1, 4–6 Oct 2010. RILEM Publishers, Bagneux, pp 513–526

  38. Nelder JA, Mead R (1965) A simplex method for function minimization. Comput J 7:308–313

    MATH  Google Scholar 

  39. Lagarias JC, Reeds JA, Wright MH, Wright PE (1998) Convergence properties of the Nelder–Mead simplex method in low dimensions. SIAM J Optim 9:112–147

    MATH  MathSciNet  Google Scholar 

  40. Kolda TG, Lewis RM, Torczon V (2003) Optimization by direct search: new perspectives on some classical and modern methods. SIAM Rev 45(3):385–482

    MATH  MathSciNet  Google Scholar 

  41. Taylor HFW (1987) A method for predicting alkali ion concentration in cement pore solution. Adv Cem Res 1:5–16

    Google Scholar 

  42. Brouwers HJH, van Eijk RJ (2003) Alkali concentration of pore solution in hydrating OPC. Cem Concr Res 33(2):191–196

    Google Scholar 

  43. ChlorTest—EU funded research project G6RD-CT-2002-0085 “Resistance of concrete to chloride ingress—From laboratory tests to in-field performance”, WP 5 Report—final evaluation of the test methods, prepared by Tang Luping, Deliverables D16-19, 2005

  44. Castellote M, Andrade C (2006) Round-Robin Test on methods for determining chloride transport parameters in concrete, RILEM Technical Committee. Mater Struct 39(10):955–990

    Google Scholar 

  45. Francy O (1998) Modelling of chloride ions ingress in partially water saturated mortars (in French). PhD Thesis, Paul Sabatier University, Toulouse

  46. Thiery M, Cremona C, Baroghel-Bouny V (2012) Application of the reliability theory to the assessment of the carbonation-induced corrosion risk of rebars. Eur J Environ Civ Eng 16(3–4):273–287

    Google Scholar 

  47. Mualem Y (1976) A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resour Res 12:513–522

    Google Scholar 

  48. van Genuchten MTh (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am 44:892–898

    Google Scholar 

  49. El-Dieb AS, Hooton RD (1994) A high pressure triaxial cell with improved measurement sensitivity for saturated water permeability of high performance concrete. Cem Concr Res 24(5):854–862

    Google Scholar 

  50. Looseveldt H, Lafhaj Z, Skoczylas F (2002) Experimental study of gas and liquid permeability of a mortar. Cem Concr Res 32:1357–1363

    Google Scholar 

  51. Scherer GW, Valenza JJ II, Simmons G (2007) New methods to measure liquid permeability in porous material. Cem Concr Res 37(3):386–397

    Google Scholar 

  52. Garboczi EJ (1990) Permeability, diffusivity and microstructural parameters: a critical review. Cem Concr Res 20(4):591–601

    Google Scholar 

  53. El-Dieb AS, Hooton RD (1994) Evaluation of the Katz–Thompson model for estimating the water permeability of cement-based materials from mercury intrusion porosimetry data. Cem Concr Res 24(3):443–455

    Google Scholar 

  54. Tumidajski PJ, Lin B (1998) On the validity of the Katz–Thompson equation for permeabilities in concrete. Cem Concr Res 28(5):643–647

    Google Scholar 

  55. Thiery M (2006) Modelling of atmospheric carbonation of cementitious materials. Account for kinetic effects as well as microstructure and moisture changes (in French), Etudes et Recherches des LPC, “Ouvrages d’art” Series, OA 52. LCPC, Paris

  56. Thiery M, Faure P, Morandeau A, Platret G, Bouteloup JF, Dangla P, Baroghel-Bouny V (2011) Effect of carbonation on the microstructure and the moisture properties of cement-based materials. In: Proceedings of the international conference on durability of building materials and components (XII DBMC), Porto, Portugal, 12–13 April 2011

  57. Groves GW, Rodway DI, Richardson IG (1990) The carbonation of hardened cement pastes. Adv Cem Res 3(11):117–125

    Google Scholar 

  58. Wowra O (2002) Effect of carbonation to micro structure and pore solution. In: Setzer MJ, Auberg R, Keck HJ (eds) Proceedings of the international RILEM workshop on frost resistance of concrete—from nano-structure and pore solution to macroscopic behaviour and testing, PRO 24, Essen, Germany, 18–19 April 2002. RILEM Publishers, Cachan, pp 61–68

  59. Castellote M, Fernandez L, Andrade C, Alonso C (2009) Chemical changes and phase analysis of OPC pastes carbonated at different CO2 concentrations. Mater Struct 42:515–525

    Google Scholar 

  60. Thiery M, Baroghel-Bouny V, Bourneton N, Villain G, Stefani C (2007) Modelling of drying of concrete—analysis of the different moisture transport modes (in French). Eur Rev Civ Eng 11(5):541–577

    Google Scholar 

  61. Baroghel-Bouny V (2007) Water vapour sorption experiments on hardened cementitious materials. Part I: essential tool for analysis of hygral behaviour and its relation to pore structure. Cem Concr Res 37(3):414–437

    Google Scholar 

  62. Zhang Z, Thiery M, Baroghel-Bouny V (2012) Analysis of moisture transport in cementitious materials and modelling of drying–wetting cycles. In: Proceedings of the international conference on numerical modeling strategies for sustainable concrete structures (SSCS 2012), Aix-en-Provence, France, 29 May–1 June 2012

  63. Hassanizadeh SM, Gray WG (1993) Thermodynamic basis of capillary pressure in porous media. Water Resour Res 29(10):3389–3405

    Google Scholar 

  64. Baroghel-Bouny V, Gawsewitch J, Belin P, Ounoughi K, Arnaud S, Olivier G, Bissonnette B (2004) Ageing of concrete in natural environments: an experiment for the 21st century. IV—results on cores extracted from field-exposed test specimens of various sites as part of the first measurement sequence. Bull Lab Ponts Chaus 249:49–100

    Google Scholar 

  65. Monlouis-Bonnaire JP, Verdier J, Perrin B (2004) Prediction of the relative permeability to gas flow of cement-based materials. Cem Concr Res 34:737–744

    Google Scholar 

  66. Azenha M, Maekawa K, Ishida T, Faria R (2007) Drying induced moisture losses from mortar to environment. Part I. Experimental research. Mater Struct 40:801–811

    Google Scholar 

  67. Villain G, Thiery M (2006) Gammadensimetry: a method to determine drying and carbonation profiles in concrete. NDT E Int J 39(4):328–337

    Google Scholar 

  68. Samson E, Marchand J (1999) Numerical solution of the extended Nernst–Planck model. J Colloid Interface Sci 215:1–8

    Google Scholar 

  69. NT Build 443 (1995) Nordtest method, concrete, hardened: accelerated chloride penetration. Espoo

  70. Hausmann DA (1967) Steel corrosion in concrete: how does it occur? Mater Prot 4(11):19–23

    Google Scholar 

  71. Gouda VK (1970) Corrosion and corrosion inhibition of reinforcing steel. Br Corros J 5:198–203

    Google Scholar 

  72. Angst U, Elsener B, Larsen CK, Vennesland Ø (2009) Critical chloride content in reinforced concrete—a review. Cem Concr Res 39:1122–1138

    Google Scholar 

  73. Gehlen C, Schiessl P (1999) Probability-based durability design for the Western Scheldt Tunnel. Struct Concr J Fib P1(2):1–7

    Google Scholar 

  74. Kirkpatrick TJ, Weyers RE, Sprinkel MM, Anderson-Cook CM (2002) Impact of specification changes on chloride-induced corrosion service life of bridge decks. Cem Concr Res 32(8):1189–1197

    Google Scholar 

  75. Deby F, Carcasses M, Sellier A (2009) Toward a probabilistic design of reinforced concrete durability: application to a marine environment. Mater Struct 42:1379–1391

    Google Scholar 

  76. Pradelle S, Thiery M, Baroghel-Bouny V, Wang X, Probabilistic treatment of a physicochemical model of chloride penetration in saturated concrete (in French). In: Proceedings of the international francophone conference “Nouveaux Matériaux et Durabilité” (NoMaD 2012), Toulouse, France, 19–20 Nov 2012 pp 638–654

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Baroghel-Bouny, V., Thiéry, M. & Wang, X. Performance-based assessment of durability and prediction of RC structure service life: transport properties as input data for physical models. Mater Struct 47, 1669–1691 (2014). https://doi.org/10.1617/s11527-013-0144-z

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