Freeze–thaw damage analysis and life prediction of modified pervious concrete based on Weibull distribution
Source abstract
Abstract
An assessment of the freeze–thaw durability of pervious concrete was conducted using a rapid freezing method to investigate the durability of modified pervious concrete within a freeze–thaw environment. The optimal proportion of the modified material was determined by evaluating the mass-loss rate and the relative dynamic elastic modulus as indicators of freeze–thaw performance. Scanning electron microscopy (SEM) was employed to observe microcrack propagation and reaction products. A freeze–thaw damage model, based on the Weibull probability distribution, was formulated. Freeze–thaw damage analysis and life prediction assessment were carried out using curves such as freeze–thaw damage velocity curves, freeze–thaw damage acceleration curves, failure rate curves, and reliability life curves. The outcomes revealed that the inclusion of polyacrylonitrile (PAN) and silica ash had a favourable impact on improving the frost resistance of pervious concrete at later stages. The optimal proportions for PAN fibre and silica ash were determined as 0.6% and 8%, respectively. As the number of freeze–thaw cycles approached approximately 52.03 times, the freeze–thaw cycle velocity peaked. Subsequently, the freeze–thaw damage velocity was categorised into three stages based on the freeze–thaw damage acceleration curve. The degradation of pervious concrete due to freeze–thaw cycles followed a typical loss-type failure pattern. Notably, a 50% increase in PAN fibre content resulted in a 62.92% reduction in failure rate. Furthermore, a predictive analysis was conducted to estimate the lifespan of pervious concrete in a representative freeze–thaw region in China was performed.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Smart Materials for Construction · Urban Stormwater Management Solutions · Innovative concrete reinforcement materials
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (48)
Show source-provided references
1. Permeable concrete pavements: a review of environmental benefits and durability10.1016/j.jclepro.2018.11.134 ↗
2. Pervious concrete with titanium dioxide as a photocatalyst compound for a greener urban road environment10.1016/j.conbuildmat.2012.04.097 ↗
3. Development of mix proportion for functional and durable pervious concrete
4. ACI Committee 522, Report on Pervious Concrete 522R-10, American Concrete Institute, Report of ACI Committee 522, ACI 522R-10, 2010.
5. Surface scaling resistance of concrete modified with bituminous addition10.3846/13923730.2004.9636282 ↗
6. Analysis of damage development in cement paste due to ice nucleation at different temperatures10.1016/j.cemconcomp.2014.06.007 ↗
7. Investigation on the failure behavior of engineered cementitious composites under freeze-thaw cycles10.3390/ma12111808 ↗
8. Study on mechanical properties and damage mechanism of recycled concrete containing silica fume in freeze-thaw environment10.1016/j.conbuildmat.2023.130872 ↗
9. Experimental study of the material and bond properties of frost-damaged concrete10.1016/j.cemconres.2010.11.007 ↗
10. Investigation of pore structure and mechanical property of cement paste subjected to the coupled action of freezing/thawing and calcium leaching10.1016/j.cemconres.2018.04.015 ↗
11. M. Rosenqvist, Moisture Conditions and Frost Resistance of Concrete in Hydraulic Structures (Licentiate thesis), Lund University, 2013.
12. Microwave heating moment, thermal characteristics, and structural variations of different steel slag asphalt mixtures suffered from freeze-thaw damage10.1016/j.coldregions.2023.104028 ↗
13. A study on the mesoscopic damage of asphalt mixture under freeze-thaw cycles based on discrete element theory
14. Laboratory evaluation and field demonstration of cold in-place recycling asphalt mixture in Michigan low-volume road
15. Comparison of asphalt emulsion-based chip seal and hot rubber asphalt-based chip seal
16. Reliability analysis of the hydro-system of excavator schrs 800 using weibull distribution10.4028/www.scientific.net/AMM.806.173 ↗
17. Durability evaluation and life prediction of fiber concrete with fly ash based on entropy weight method and grey theory10.1016/j.conbuildmat.2022.126918 ↗
18. Analytical model to predict the lifetime of concrete members externally reinforced with FRP10.1016/j.tafmec.2014.12.002 ↗
19. Stochastic service-life modeling of chloride-induced corrosion in recycled-aggregate concrete10.1016/j.cemconcomp.2014.09.003 ↗
20. Research on the prediction of mechanical response to concrete under sulfate corrosion based on the Grey theory
21. The influence of the use of recycled aggregates on the compressive strength of concrete: a review10.1080/19648189.2014.974831 ↗
22. Parametric sensitivity analysis and modelling of mechanical properties of normal- and high-strength recycled aggregate concrete using grey theory, multiple nonlinear regression and artificial neural networks10.1016/j.conbuildmat.2019.03.234 ↗
23. A new approach for Weibull modeling for reliability life data analysis
24. Frost resistance and life prediction of equal strength concrete under negative temperature curing10.1016/j.conbuildmat.2023.132278 ↗
25. Durability life prediction of reinforced concrete in corrosion environment based on Weibull distribution
26. D.P. Yang, Study on Durability and Life Prediction of Hydraulic Concrete in Northern China (Doctoral thesis), Northeastern University, China, 2022.
27. Fatigue performance and fatigue equation of crumb rubber concrete under freeze–thaw cycles10.1016/j.ijfatigue.2022.107456 ↗
28. Research on freeze-thaw damage and life prediction model of polyethylene fiber-reinforced cementitious composites based on reliability analysis
29. Performance analysis of methods to estimate Weibull parameters for the compressive strength of concrete
30. Response of treated recycled aggregate concrete against low-velocity impact loading: experimental and Weibull statistical analysis10.1016/j.conbuildmat.2023.133735 ↗
31. Damage evolution models of static pre-loaded concrete under impact load based on the Weibull distribution
32. CJJ/T-135, Technical Specification for Pervious Cement Concrete Pavement, National Standard of China, 2009.
33. Experimental investigation on freeze-thaw durability of Portland cement pervious concrete (PCPC)10.1016/j.conbuildmat.2016.04.130 ↗
34. GB/T 50081-2002, Standard Test Method for Mechanical Properties of Ordinary Concrete, National Standard of China, 2002.
35. Damage characteristics of hybrid fiber reinforced concrete under the freeze-thaw cycles and compound-salt attack
36. Experimental research on durability of high-performance synthetic fibers reinforced concrete: resistance to sulfate attack and freezing-thawing10.1016/j.conbuildmat.2020.120055 ↗
37. Experimental investigation of the deformational behavior of the interfacial transition zone (ITZ) in concrete during freezing and thawing cycles10.1016/j.conbuildmat.2014.04.035 ↗
38. Effect of using nano-silica on the rheological, fresh and strength characteristics of cement-based grout for grouting columns
39. Freeze-thaw damage model for concrete considering a nonuniform temperature field
40. A study on mechanical properties and damage model of rock subjected to freeze-thaw cycles and confining pressure10.1016/j.coldregions.2020.103056 ↗
41. Probabilistic damage modeling and service-life prediction of concrete under freeze-thaw action10.1617/s11527-014-0347-y ↗
42. GB/T 50082-2009, Standard for Test Methods of Long-term Performance and Durability of Ordinary Concrete, National Standard of China, 2009.
43. Damage characteristics of hybrid fiber reinforced concrete under the freeze-thaw cycles and compound-salt attack
44. Generalized hierarchical Bayesian inference for fatigue life prediction based on multi-parameter Weibull models10.1016/j.ijfatigue.2022.106948 ↗
45. Performance-based assessment of durability and prediction of RC structure service life: transport properties as input data for physical models10.1617/s11527-013-0144-z ↗
46. Effect of polypropylene fiber on durability of concrete composite containing fly ash and silica fume10.1016/j.compositesb.2012.10.006 ↗
47. H.T. Wu, Study on Mixed Failure Rate and Its Monotonicity (Master's thesis), Southwest Jiaotong University, China, 2010.
48. J.Y. Li, Durability design and construction of concrete structures in freeze-thaw environment, Treatise on Durability Design and Construction of Concrete Structures, China Building Industry Press, 2004, 10.