International Journal of Civil Engineering and Technology (IJCIET) Volume 10, Issue 04, April 2019, pp. 730–737, Article ID: IJCIET_10_04_077 Available online at http://www.iaeme.com/ijmet/issues.asp?JType=IJCIET&VType=10&IType=4 ISSN Print: 0976-6308 and ISSN Online: 0976-6316 © IAEME Publication Scopus Indexed RELATIONSHIP BETWEEN WORKABILITY AND MOISTURE-INDUCED DAMAGE OF ASPHALT CONCRETE MIXTURES A. K. Arshad, E. Shaffie Institute for Infrastructure Engineering and Sustainable Management (IIESM), Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia W. Hashim, S. M. Khalil Faculty of Civil Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia ABSTRACT This paper details a laboratory study which aims to understand the relationship between moisture-induced damage and torque in asphalt concrete mixtures. Research was conducted using three different gradations of dense asphaltic concrete mixed at two different temperatures of 140oC and 155oC. Torque readings were measured using a transducer at different temperatures while compacting the mixtures using a gyratory compactor and these were logged using a software. Indirect tensile strength tests were conducted on these samples for both dry and wet conditions to obtain the tensile strength ratio (TSR). The findings suggest that any increase in the value of torque will result in the decrease of Tensile Strength Ratio (TSR). This research also found a significant relationship between torque and TSR; all the variables (TSR, mixing and compaction temperatures) significantly influenced torque. This implies that any increase in TSR at different level of mixing and compaction temperatures will decrease the value of torque. The findings from this research can be used as guidance on workability for the asphalt industry. Key words: Workability, Torque, Moisture-Induced Damage, Asphalt Concrete. Cite this Article: A. K. Arshad, E. Shaffie, W. Hashim, S. M. Khalil, Relationship Between Workability and Moisture-Induced Damage of Asphalt Concrete Mixtures, International Journal of Civil Engineering and Technology 10(4), 2019, pp. 730–737. http://www.iaeme.com/IJCIET/issues.asp?JType=IJCIET&VType=10&IType=4 1. INTRODUCTION Workability and moisture-induced damage of asphalt concrete has attracted a significant interest among scholars. This can be attributed to the importance of workability and good adhesion due to improved moisture resistance and reduction in risk associated with stripping in the asphalt concrete mixtures. While a number of researches have been conducted on workability and moisture induced damage separately across the globe [1-9], little attention has http://www.iaeme.com/IJCIET/index.asp 730 editor@iaeme.com Relationship Between Workability and Moisture-Induced Damage of Asphalt Concrete Mixtures been directed towards the relationship between workability and moisture-induced damage. Improved workability of asphalt concrete mixtures can lead to better compaction, leading to improved performance of asphalt concrete. Masad et al [10] emphasized on the need to develop a method to relate field compaction to laboratory compaction in order to predict asphalt mixture compactibility. In addition, Ahmad et al [11] expressed concerns on the current issue of permanent deformation and moisture-induced damage in asphalt concrete for highways in Malaysia. Literature has also shown that there is a need for improvement of the workability measurement device and an in-depth study on the influence of workability on the compaction of asphalt concrete; research in this area would likely result in guidance on the compaction of a particular mix on the roadway. In addressing the aforementioned research gap, this paper examines the relationship between workability (in terms of torque) and moisture-induced damage of asphalt concrete mixture. Cabrera [12] defines workability of asphalt concrete as "the property which allows the production, handling, placing, and compaction of a mix with minimum application of energy”. In other words, a mixture with good workability will require less energy from production to application. Stripping arising from moisture damage is a known form of pavement distress which leads to high maintenance costs for all types of roads. A number of theories [13-16] have been proposed to explain moisture damage in asphalt concrete and most of these theories relate moisture damage to loss of adhesion resulting from one or more of the following mechanisms: (a) loss of cohesion (strength) and stiffness of the asphalt film; (b) failure of the adhesive bond between the aggregate, and asphalt cement (often called stripping) (c) chemical interactions between asphalt and minerals on the aggregate surface. In a research which evaluates the stripping resistance of the Malaysian asphalt concrete using hydrated lime as anti-stripping additive, Esarwa et al [17] observed an increase of Indirect Tensile Strength of asphalt concrete due to the increase of adhesion bond between the aggregate and bitumen which tends to increase the stripping resistance. When asphalt cement come in contact with dust coating, this prevents contact with the aggregate surface and result in stripping of the asphalt concrete mixture. This kind of stripping due to excessive dust coating on the aggregate is documented in the literature [18]. This problem can be addressed by washing the aggregate in the quarry. Previous studies [19] have also demonstrated that adhesion can be improved when dust-contaminated coarse aggregates are washed. Yoon et al [20] mentioned that good bonding is improved by rough textured aggregate surfaces. Texture here refers some of the aggregate physical properties such as surface roughness, texture, angularity, porosity, aging of the aggregate surface through environmental effects, coating of adsorbed on the surface of the aggregates, and the nature of dry aggregate versus wet aggregate affects asphalt and aggregate bond. In the same line of reasoning, Hicks [21] also stated that moisture damage is influenced by aggregate characteristics. Further, Pan and White [22] highlighted that stripping resulting from fine aggregate is severe because the fine aggregate constitutes the basic matrix of the mixture. Stripping can be reduced to the minimal level by restricting only to coarse aggregates. Johson and Freeman [23] have mentioned that factors such as inadequate pavement drainage, inadequate compaction, excessive dust coating on the aggregate, inadequate drying of aggregates, weak and friable aggregates and the use of waterproofing membranes and seal coats are the problems associated with stripping. Empirical research has also shown that stripping occurred in asphalt pavements when the tensile strength ratio (TSR) of unconditioned samples to conditioned samples is equal to or below 75% [18, 24, 25]. However, it has been observed that many highway agencies used minimum TSR value of 80% as the acceptable criteria to evaluate the resistance of asphaltic mix in terms of moisture damage. Laboratory test procedures using different methods have http://www.iaeme.com/IJCIET/index.asp 731 editor@iaeme.com A. K. Arshad, E. Shaffie, W. Hashim, S. M. Khalil been developed for estimating and predicting the moisture-induced damage in the asphalt industry [26, 27]. The approach used for this research is based on the ratio of the indirect tensile strength of condition (wet) specimens to those unconditioned (dry) specimens as indicator of moisture resistance of the asphaltic mixture. The objective of this study is investigate the relationship between moisture-induced damage and torque in asphalt concrete mixtures. 2. MATERIALS AND METHODS 2.1. Materials This research used locally available granite aggregates provided by the Kajang Rock Quarry in the state of Selangor, Malaysia. Three different gradations of aggregate for dense asphalt concrete type AC14 as shown in Table 1 were selected based on the Public Works Department of Malaysia’s (PWD Malaysia) Specification for Road Works (the upper limit, mid-point limit and lowest limit of percentage passing). The proportion of coarse and fine aggregates between upper, mid-point and lower limit is almost similar, as shown in Table 2. The properties of aggregates complied with the requirements of PWD Malaysia’s specifications as shown in Table 3. For the different gradations, the combined aggregate specific gravities of 2.606, 2.607 and 2.608 gm/cm3 were determined respectively. Table 1 Aggregate Gradation AC14 and OBC used in the research Mix Designation 20.0 mm 14.0 mm 10.0 mm 5.0 mm 3.35 mm 1.18 mm 425 μm 150 μm 75 μm Filler (OPC) % Bitumen Content % Power ^ 0.45 3.85 3.28 2.82 2.06 1.72 1.08 0.68 0.43 0.31 Mid-point 100 95 81 56 47 26 18 10 6 2 4.71 Wearing Course AC 14 Specification Passing Limits 100 90 – 100 76 – 86 50 – 62 40 – 54 18 – 34 12 – 24 6 – 14 4–8 2 4-6 Table 2 Proportion of Coarse and Fine Aggregate Aggregate combination Coarse Fine Highest point % 46 53 Midpoint % 53 47 Lowest point % 60 40 Table 3 Properties of Aggregate Property Aggregate Abrasion Value AIV % Aggregate Impact Value, AIV % Aggregate Crushing Value, ACV % Water absorption % Specific Gravity each grading gm / cm3 Flakiness Index % Test Result 22.6 21.64 22.5 0.65 2.606 2.607 2.608 13 Polish Stone Value , PSV http://www.iaeme.com/IJCIET/index.asp 48 PWD Requirements < 25 % < 25 % < 25 % < 2% < 25 % > 40 % 732 Designation ASTM : C 131-96 BS 812: PART 112:1990 BS 812: PART 110 ( BS 812 : PART107:1995) ( BS 812 : PART 107:1995) ( BS 812 : PART 105: 1990) ( BS 812 : PART 114: 1989) editor@iaeme.com Relationship Between Workability and Moisture-Induced Damage of Asphalt Concrete Mixtures This study is in accordance with section 4.3.3.2 (b) of PWD Malaysia’s Specification for Road Works [30] for flexible pavement and Portland cement is used as mineral filler in the HMA mixtures to improve adhesion between the aggregate and bitumen. The proportioned aggregates were mixed with bitumen of 80/100 penetration, with the properties as shown in Table 4 and having a specific gravity of 1.03 gm/cm3. The asphalt mixtures were prepared to determine the Optimum Bitumen Content in accordance with ASTM D 1559 using 75 blows/face compaction as per the requirements of the PWD Malaysia’s specification. Table 4 Properties of bitumen Type of test Test result 80/100 Penetration at 25°C, 100g Softening point (°C) Ductility at 25°C (cm) Viscosity at 135 °C (cP) 91 47.5 100 425 Designation ASTM D 5 ASTM D 36 ASTM D 113 ASTM D 4402-02 2.2. Methodology The test involves preparation of the asphalt concrete mixture for the three different gradations stated in the preceding section. Two different mixing temperatures of 140oC and 155oC were used. The methodology for the research is shown in Figure 1. First, the mixture was mixed at 140°C, then the temperature was regulated to 135°C and mixed again; the torque at this temperature was recorded using the torque measuring device as shown in Figure 2. The mix was then compacted using Superpave gyratory compactor (Figure 3) through the application of a vertical stress 600 kPa via the end platens to the known mass of asphalt concrete mixture within a 100 mm internal diameter mould, at an angle of 1.25°. At the same 135 °C, for the compaction process targeted at 7% air voids; the density, shear stress and gyrations were recorded. The samples were then tested for moisture susceptibility using the indirect tensile strength in accordance with ASTM D 4867. The same sample was mixed at 140°C and the temperature was regulated to 120°C. The torque and energy were recorded and later compacted at the same 120°C to obtain 7% air voids and density, shear stress and gyrations were recorded. The samples were then tested for moisture susceptibility using the indirect tensile strength in accordance with ASTM D 4867. The mix was mixed at temperature of 140°C. The temperature was regulated to compaction temperature at 105°C and 90°C and same procedures were repeated. Figure 1 Flow chart for methodology http://www.iaeme.com/IJCIET/index.asp 733 editor@iaeme.com A. K. Arshad, E. Shaffie, W. Hashim, S. M. Khalil Next the mixing temperature was at 155°C then temperature regulated to the compaction temperature at 150°C and the torque recorded and then compacted at this temperature until it yielded air voids of 7 percent density. Shear stress, gyrations, was recorded. The samples were then tested for moisture susceptibility using the indirect tensile strength in accordance with ASTM D 4867. The process described above was repeated at the compaction temperatures of 135°C, 120°C, 105°C and 90°C. Figure 2 Torque device to measure workability Figure 3 Gyratory compactor and mould 3. RESULT AND DISCUSSION The results for the torque measurements and TSR values obtained were then analysed. Pearson Correlation was carried out to examine the relationship between TSR and Torque. The result found that there was a significant relationship between torque and TSR at r = 0.737, p<0.01. This result revealed the negative relationship between the variables. This implies that any increase in the value of torque will result to decrease in TSR. Table 5 presents the summary of Pearson Correlation result. Table 5 Pearson Correlation result between TSR and Torque Relationship TSR (Tensile Strength Ratio) Torque (r) P-value -0.737 0.000 Table 6 presents the linear regression analysis in examining the effect of TSR on torque at different mixing and compaction temperatures. It was found that all the variables (TSR, Mixing and Compaction temperature) significantly influenced torque at 88.8% (R2=0.888, F=13.247, p<0.01). This implies that any increase in TSR at different level of mixing and compaction will decrease value of torque. While this research used asphalt concrete in examining the relationship between torque and different mixing and compaction temperature as in Tan et al [28], the findings in this research is consistent with previous studies conducted by Hurley and Prowell [29] who used warm mix asphalt. The authors examined the applicability of Sasobit in warm mix asphalt applications including typical paving operations, http://www.iaeme.com/IJCIET/index.asp 734 editor@iaeme.com Relationship Between Workability and Moisture-Induced Damage of Asphalt Concrete Mixtures environmental conditions and high temperature conditions. Consistent with present research, their finding showed that lower mixing and compaction temperatures can result in incomplete drying of the aggregate. The resulting water trapped in the coated aggregate may cause moisture damage. As shown in Table 6, workability (torque) was influenced by TSR at different mixing and compaction for about 88.8% of the variance. Table 6 Regression analysis of TSR on Torque Regression analysis TSR Tensile Strength Ratio Mixing temperature Compaction temperature R2 F Sig. B -0.052 -0.013 -0.080 t -0.951 -0.027 -3.707 Sig. 0.385 0.844 0.014 0.888 13.247 0.000 Figure 4 presents the relationship between Torques and Tensile Strength ratio. According to PWD Malaysia, a value of torque corresponding to 80% TSR is an indication of moistureinduced damage. This graph shows that any value of torque above 17.2 kNm is indicative of moisture-induced damage. This finding is consistent with previous research [18, 24, 25]. The authors have stated that moisture damage or stripping occurs in asphalt pavement when the indirect tensile strength of unconditioned samples to conditioned samples equals below 75%. This has been demonstrated in a previous work by Tim [30], in which the author used Hamburg wheel tracking device to predict moisture damage of asphalt concrete. His finding confirms that when the moisture contained in the aggregate does not completely evaporate during mixing as a result of low mix temperatures, water may be left in close contact with the aggregate surface and could lead to increased susceptibility to moisture damage. Figure 4 Relationship between Torque and TSR 4. CONCLUSIONS The research has demonstrated that moisture-induced damage can be predicted based on the value of Torque. Hence, this research has contributed to the body of knowledge on moistureinduced damage as it relates to workability and provides a foundation for more elaborate work on developing mixture design methodology that can reliably produce asphalt mixtures with the required performance characteristics. 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