Title: The Suitability of Coal Bottom Ash in Hot Mix Asphalt By: Duncan Rioba Oteki-1386142 TERM PAPER PAVEMENT ANALYSIS AND DESIGN Fall Semester, 2021 Abstract This paper discusses the suitability of using coal bottom ash (CBA) in hot mix asphalt (HMA) mixes used in the paving of flexible pavements. Fly ash and bottom ash are the two types of ashes formed as waste products of thermal power plants in the process of electricity generation. Due to the significant role that coal plays in power generation, the volume of these waste ashes continues to increase. There would be a significant benefit to both the road construction industry and the environment if coal bottom ash could be used as an aggregate in HMA mixes. This paper investigated three research papers that investigated the effects of using CBA in HMA. In all the papers, coal bottom ash was used as a partial replacement of the aggregates in the HMA mixes. This was attributed to the fact that CBA has inferior mechanical properties when compared to traditional aggregates. The first study showed that the inclusion of CBA into HMA mixes did not increase the moisture susceptibility of the asphalt mixes. It was also found that HMA mixes with CBA had higher fatigue cracking resistance when compared to control mixes. The second study showed that HMA mixes containing limestone aggregates and CBA performed similarly to control mixes in terms of resistance to low temperature cracking and stripping. In the final study, results showed that the dynamic moduli of HMA mixes containing CBA were lower compared to control mixes implying that there were less stiff. It was concluded that the determination of mechanical properties of HMA mixes containing CBA could enable the implementation of mechanisticempirical design procedures. 1.0 Introduction Hot mix asphalt or HMA designation is given to asphalt mixes that are mixed and placed at temperatures between 300 and 350 0F. HMA is the most common type of asphalt mix used as surfacing for flexible pavements in the United States due to its cost-effectiveness, durability, and ease of construction (Ksaibati & Conner, 2004). Its ingredients consist of asphalt cement (binder), coarse aggregate, fine aggregate, and mineral filler at varying proportions depending on the mix design. Aggregates comprise 90-95% of asphalt mixes and have a direct impact on the strength, workability, and durability of pavements (Ksaibati & Conner, 2004). However, the decreasing sources of traditional aggregates coupled with the increasing haulage distances have resulted in a call for alternative sources of aggregates. Recently, researchers have investigated the possibility of using coal bottom ash (CBA) as an aggregate source for HMA mixes (Goh & You, 2008; Ksaibati & Conner, 2004; Yoo et al., 2016, and others). The utilization of CBA in HMA could reduce the overreliance on the costlier traditional aggregates and thus decrease the costs incurred in the production of HMA mixes. CBA is commonly disposed of in landfills as waste where it poses potential environmental risks. Therefore, using CBA as aggregates in HMA could be environmentally beneficial. The performance of a pavement relies primarily on the selection of appropriate aggregates. Consequently, it is necessary to conduct a prior investigation into the suitability of using coal bottom ash as aggregates in HMA. This literature review will lookinvestigate research that has already been carried out on the effect of using CBA on HMA mixes, what methods were used, their findings, and potential future work that could be done in this area. 2.0 Background 2.1 Coal Bottom Ash (CBA) Bottom ash and fly ash are the two types of ashes formed as waste products of thermal power plants in the process of electricity generation (Fig. 1). Coal bottom ash, being heavier, falls through the bottom of the furnace where it is collected by a hopper, while fly ash, being very fine, is carried through the furnace with the exhaust gases and is collected by ash precipitators (Huang, 1990). Fig 1: Diagram of Pulverized Coal-Fueled Power. (Source:(Ramme & Tharaniyil, 2013)) Due to the negative climatic effects of relying on fossil fuels as the main energy source, the United States has made efforts to shift to renewable energy sources. Despite these efforts, 61% of utilityscale electricity generation is still obtained from fossil fuels. As of 2020, coal was the third largest energy source at about 19% (Energy Information Administration, n.d.). Indeed, at near130lion tons, coal ash is one of the largest types of industrial waste generated in the U.S (American Coal Ash Association, 2014). Efforts have been made to reuse fly ash in concrete products with positive results. However, coal bottom ash has mostly been disposed of in landfills which has resulted in growing environmental concerns due to the contamination of groundwater sources coupled with the increasing lack of land space(Goh & You, 2008). 2.2 Properties of Coal Bottom Ash It is important to establish the physical, chemical, and mechanical properties of CBA in order to understand its interaction with the other ingredients that make up an HMA mix. This exercise forms a basis for determining which ingredients can be partially replaced with CBA, and the possible outcomes of doing so. A. Physical Properties Coal bottom ash is gray to black in color, angular in shape, and has a porous structure with a rough surface texture (Huang, 1990). The level of angularity of an aggregate can indicate the rutting performance of an asphalt mixture (Kim & Souza, 2009). Therefore, the angular shape of CBA gives it a favorable rating in this regard. The specific gravity of CBA is dependent on its chemical composition and the porosity of its particles. Ashes containing higher amounts of iron will naturally have higher specific gravities. Studies have shown that the specific gravities for dry bottom ash range from 2.0 to 2.6 with an average of 2.35 (Huang, 1990). The specific gravity of a CBA can be used as an indicator of its quality since a higher value would be an indication of a denser material as opposed to a lower value which would indicate a porous material. Aggregate gradation is a primary determinant of the stability and durability of HMA mixes. As such, it is important to establish the particle size distribution of CBA in order to determine its suitability as aggregate in HMA mixes. In general, CBA is classified as a well-graded material with a gradation ranging from 1 inch (25.4mm) to the No. 200 sieve (0.075mm). With approximately, 50 to 90 percent of the bottom ash passing the 4.75 mm sieve and 0 to 10 percent passing the No. 200 sieve (Huang, 1990). Figure 2 illustrates the range of particle size distribution of 6 bottom ashes found from different studies. It should be noted that it is possible to obtain varying grain size distribution even from the same source. Fig 2: Grain size distribution curves of several bottom ash samples. (Source: (Vasudevan, 2017)) B. Chemical Properties The chemical composition of coal is dictated primarily by the source of the coal and not the type of furnace. An investigation carried out on over 600 coal ashes showed that the three main constituents of bottom ash are silica (SiO2), ferric oxide (Fe2O3), and alumina (Al2O3) at an average composition of 45.7, 26.0, and 18.1 percent respectively (Huang, 1990). These three are the main chemical components in calcined natural pozzolans and make CBA a suitable mineral filler when pulverized (Gooi et al., 2020). Heavy metal compounds present in the earth’s crust could also be found in coal. The amount present in any coal is dependent on its source. Consequently, there is a growing concern about disposing of CBA in landfills due to the potential of exposing groundwater reservoirs to these heavy metal compounds. Incorporating CBA in HMA mixes has the potential of preventing groundwater contamination with heavy metal compounds (Kadir et al., 2016). C. Mechanical properties Aggregates comprise 90-95% of asphalt mixes and have a direct impact on the strength, workability, and durability of pavements. The mechanical properties of CBA are inferior to those of traditional aggregates. However, for pavements that support low volume traffic, a blend of traditional aggregates with CBA could result in a more economic HMA mix with acceptable performance. Therefore, it is still important to determine the mechanical properties of CBA in order to understand the performance of the HMA mix blended with CBA. Table 1: Typical mechanical properties of bottom ash. (Source:(Huang, 1990)) Table 1 shows that coal bottom ash has a Los Angeles abrasion loss percentage ranging from 3050%, and a sodium sulfate soundness loss percentage ranging from 1.5-10%. This indicates that CBA compares fairly to traditional aggregates in regards to their performance under the impact of traffic loads and the weathering processes of the environment. Ramme and Tharaniyil (2004) found comparable results in their study of the mechanical properties of bottom ash using the AASHTO standards. They concluded that bottom ash needs to be blended with other aggregates to meet the gradation requirements of most transportation agencies. 3.0 Evaluating the Performance of CBA Enhanced HMA mixes Several studies have been carried out to investigate the effect of using CBA as a replacement for coarse aggregate, fine aggregate, or mineral filler in HMA mixes. The primary objective of these studies was to predict the performance of the CBA modified HMA mixes when subjected to operational traffic and environmental conditions. In addition, the long-term environmental impact of using CBA was also a key concern. 3.1 Case Study 1: Yoo et al., 2016, investigated the effects of replacing fine aggregate with coal bottom ash in asphalt mixtures. The CBA used as fine aggregates were screened to particle size passing sieve #4 (4.75mm). The CBA was used to replace the fine aggregates in ratios of 10%, 20%, and 30% by weight. Figure 3 shows the aggregate gradation with increase in CBA content. Fig 3. BA gradation and Aggregate gradation with the combination of 10%, 20%, and 30% BA. Using the Marshal mix design method, sample mixtures were prepared at different asphalt contents of 4.5%, 5.5%, and 6.0%, with three replicates per asphalt content. They found that at 4% air voids, about 6-9% more asphalt binder was required for HMA mixes containing CBA. However, there was no significant increase in optimum asphalt content with change in CBA within 10 and 30 percent (Table 2). Table 2: Marshall test result at the optimum asphalt content. In this study, moisture susceptibility testing was carried out using the indirect tensile (IDT) test. All specimens were fabricated using the gyratory compactor at an air void percentage of 7 ±0.5%. Six specimens were separated into two subsets, one for the dry IDT test and the other for the wet IDT test. The tensile strength ratio (TSR) was determined between the dry and wet IDT test results. Figure 4 shows that although the TSR values of all the mixes were below the minimum value of 80% (AASHTO T 283-03, 2003), the presence of CBA did not affect the moisture susceptibility of the HMA mixes when compared to the control mix. Fig 4. IDT test results. Fatigue cracking of the asphalt mixtures was tested using the repeated indirect tensile (IDT) test on the Universal Testing Machine. During this test, the fatigue life of the mix was quantified by the total number of cycles at failure, which is taken to occur when there is a dramatic increase in vertical deformation of the test sample due to the initiation of near-central vertical cracks that lead to rupture. Figure 5 shows a comparison between a mix B with 10% bottom ash content and C (controlled) mix. It can be observed that the fatigue life of mix B is slightly better than mix C. Fig 5. Repeated IDT test for mixes B and C. Leaching tests were performed on the CBA and asphalt cement (AC) using the Synthetic Precipitation Leaching Procedure (SPLP) which showed that the toxicity range in the bottom ash was within permissible levels as shown in table 4. Table 4. Leaching test result. 3.1.1 Summary Yoo et al., (2016) showed that CBA can be used to partially replace fine aggregate in HMA without compromising the moisture resistance of the HMA. In addition, samples with certain amounts of CBA showed higher resistance to fatigue cracking than the control mix. The leaching test carried out also showed that using CBA in HMA mixes does not pose significant detrimental effects on the environment. However, the researchers did not test the samples for rutting and stripping which could give more information on the performance of these mixes when subjected to repeated heavy loading or excessive moisture. 3.2 Case Study II: Ksaibati and Conner (2004) investigated the effect of adding Wyoming CBA in asphalt mixes. The intention was to determine if mixes prepared with bottom ash resulted in degradation in desirable performance measures when compared to control mixes. Limestone and granite aggregates were used in this study and were replaced with 15% coal bottom ash from four sources around Wyoming (Table 5 and Table 6). Table 5: Limestone Aggregate Gradations for Control and with 15% Bottom Ash Table 6: Granite Aggregate Gradations for Control and with 15% Bottom Ash Asphalt cement with a performance grade of PG 64-22 was used to prepare the laboratory mixes using the Superpave mix design method. Mixes were then tested for tensile strength, rutting potential, and low-temperature performance. 3.2.1 Summary The CBA mixes containing CBA displayed the quality of maintaining desirable tensile strength properties when compared to control mixes. In addition, limestone mixes with or without CBA had similar rut depth resistance. Therefore, it was recommended that limestone aggregates should be used for preparing mixes in Wyoming because they displayed superior performance than granite aggregates, especially when lime was not used as an additive. 3.3 Case Study III: Although there has been a significant amount of research conducted to evaluate the performance and ability of bottom ash in replacing aggregates in asphalt mixtures, laboratory data is significantly lacking in terms of mechanical properties. Goh & You (2008) sought to address this gap by determining the dynamic modulus of an asphalt mixture containing an aggregate of bottom ash. In this Michigan study, CBA with sieve size up to #4 was used to replace a portion of aggregates in the asphalt mixes. Table 7 shows the gradation of the control mixture and bottom ash. The blended mixture contained 9% of the bottom ash as mineral filler. Table 7: Gradation of Control Mixture and Bottom Ash 3.3.1 Dynamic Modulus The dynamic modulus (E*) test measures the response of a material to cyclic loading at different frequencies in the undamaged state (Goh & You, 2008). Studies have shown that the E* obtained from laboratory tests correlates well with in-situ permanent deformation and fatigue cracking observed in field test sections (Pellinen, 2001). In this study, the E* was measured using the Universal Testing Machine (UTM) 100 according to AASHTO TP62-03 specification. The tests were conducted at different air void levels, which were 4% and 7%. Figure 6 shows the comparison between the dynamic modulus for the control mixtures and ash mixes at varying frequencies conducted at -5 0C and 21.3 0C. For both temperatures, the dynamic modulus of the ash mixes was lower than that of the control mixes indicating that ash mixes were less stiff due to the incorporation of CBA. Fig 6. Comparison of Dynamic Modulus for Control mixtures and Ash Mixes at -5°C and 21.3°C Goh and You (2008) constructed a master curve in order to observe the entire results in a single graph. As expected, figure 7 shows that the E* of the ash mixes is lower than that of the control mixes. The master curve was used in the mechanistic-empirical design method to predict different kinds of distresses such as rutting and fatigue cracking over time. Fig 7. Comparison of dynamic modulus for control mixture and ash mix using Master Curve 3.3.2 Summary From this research the dynamic moduli of mixes containing CBA as mineral filler were obtained. The values obtained indicated that mixes with CBA had lower stiffness when compared to the control mix. The E* values can be used by engineers to carry out designs using the mechanisticempirical design methods thus showing the importance of determining the mechanical properties of asphalt mixes. 4.0 Conclusion This paper sought out to conduct a literature review to determine the suitability of using coal bottom ash (CBA) in hot mix asphalt (HMA) mixes. From the information gathered the following conclusions can be made: 1. Although CBA has inferior mechanical properties when compared to traditional aggregates, it can be blended with traditional aggregates to create HMA mixes for application in low-volume roads. However, it is important to carry out a thorough investigation of the properties of CBA before using them because their properties have been shown to vary even when they are obtained from the same source. 2. Partially replacing fine aggregates with CBA produced mixes that did not show significant increase in moisture susceptibility. Therefore, CBA can be a suitable partial replacement for traditional aggregates. However, testing should always be done before application in HMA due to the inconsistent nature of CBA properties. 3. Leaching tests were performed on the CBA and asphalt cement (AC) which showed that the toxicity range in the bottom ash was within permissible levels. However, toxicity tests should be carried out to ascertain toxicity levels because the chemical composition of CBA varies widely from one source to another. 4. In Wyoming, HMA mixes using limestone aggregates and CBA were found to be exhibit no significant decrease in desirable performance when compared to control mixes. Therefore, limestone aggregates should be selected when incorporating CBA into HMA. This points to the importance of conducting material investigation to find out the most suitable blending. 5. Pavement design is moving towards mechanistic-empirical design procedures. Therefore, it is important to determine the mechanical properties of mixes which can be tied to pavement performance. In the Michigan study, the dynamic moduli of ash mixes were determined and a master curve was constructed which provided a powerful tool for mechanistic-empirical design. 6. Implementation of the mechanistic-empirical method of pavement design requires the determination of comprehensive material input information. Therefore, extensive laboratory experiments need to be carried out on HMA containing CBA aggregates in order to obtain these data. These will enable engineers to improve their prediction on the performance of these mixes and hence provide suitable pavement designs REFERENCES American Coal Ash Association. (2014). Coal Combustion Product (CCP) production & use survey report. Tech. rep. Energy Information Administration. (n.d.). Electricity in the U.S. - U.S. Energy Information Administration (EIA). 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