Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 1 1 2 3 4 5 6 7 8 Benefits in Energy Savings and CO2 Reduction by Using Reclaimed 9 Asphalt Pavement 10 11 Submission date: July, 31, 2011 12 Word count: 5,584+250*7=7,334 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 a Ning LEE, b Chai-Pei CHOU, cKuan-Yu CHEN a PhD Candidate Department of Civil Engineering, National Taiwan University No. 1, Sec. 4, Roosevelt Road, Taipei, 106, Taiwan Fax: +886-2-23639990 Tel: +886-2-23625920 ext. 319 E-mail: [email protected] b Professor Department of Civil Engineering, National Taiwan University No. 1, Sec. 4, Roosevelt Road, Taipei, 106, Taiwan Fax: +886-2-23639990 Tel: +886-2-23625920 ext. 302 E-mail: [email protected] c Undergraduate Department of Civil Engineering, National Taiwan University E-mail: [email protected] 33 34 TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 2 1 2 3 Abstract This study uses the Pavement Life-cycle Assessment Tool for Environmental and Economic Effects (PaLATE) and energy consumption data provided by local hot mix asphalt plants to 4 5 6 7 8 confirm the benefits of energy savings and CO2 reduction derived from using Reclaimed Asphalt Pavement (RAP). Other effective factors, such as the manufacture of binder, a plant’s energy saving strategies, and the performance of RAP pavements, are also discussed. According to the results of the analysis, producing 30% RAP mixture has only 84% of energy consumption and 80% of CO2 emission of a virgin hot mix asphalt mixture. The 9 10 11 12 13 reduction of energy consumption and CO2 emission is mainly due the reuse of asphalt concrete. Although there are some studies that claim that mixtures containing RAP do not perform as well as virgin mixtures, as long as the life of RAP pavement can achieve over 80% of the new mixture’s life, there will be positive benefits on reduced energy consumption and CO2 reduction from a life cycle approach. Using RAP in pavement mixture is indeed a 14 15 16 17 18 feasible and potential way to make pavement construction greener. Keywords: RAP (Reclaimed Asphalt Pavement), HMA (Hot Mix Asphalt), Energy consumption, CO2 Emission 19 TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 3 1 2 3 1. INTRODUCTION To maintain the serviceability of roads, every year considerable amounts of reclaimed asphalt pavement (RAP) are milled from existing pavement due to maintenance. After proper 4 5 6 7 8 treatments, such as crushing and sieving, the RAP can be reused in new mixtures, by mixing with specific amount of virgin binder and aggregates. Since RAP is easy to obtain, inexpensive, and reusable in new pavement mixtures, it is considered a good recycled material from both economic and environmental perspectives. In some developed countries, RAP has been used for more than 25 years (1-4). Many authorities and agents allow RAP to 9 10 11 12 13 be added to new asphalt mixtures. Some of them even advocate using RAP in new asphalt mixtures because using recycled materials may be more environmentally friendly. Given the energy saving and carbon reduction trends, RAP has become a viable new choice of pavement material. The three advantages of using RAP in new mixtures, (low cost (5,6), environmental 14 15 16 17 18 friendliness (7), and higher resistance to some types of pavement distress (8, 9)), are often studied by researchers. However, compared with studies on economical efficiency and performance, studies on the environmental benefits of using RAP are relatively few. There are not many studies that present the environmental benefits of using RAP quantitatively, so there is still a lack of evidence that RAP is indeed a good choice for reducing environmental 19 20 21 22 23 impact. Because CO2 is one of the most significant sources of carbon emission, and energy consumption is also directly related to the amount of carbon emission, the amount of CO 2 emission and energy consumption are selected in this study as the indices in evaluating the benefits derived from using RAP in HMA mixture. The aim of this study is to confirm 24 25 26 27 28 whether using RAP in pavement construction is really feasible and effective on saving energy and reducing CO2 emissions. An overview of the characteristics of asphalt mixtures containing RAP is first reviewed, and then the Pavement Life-cycle Assessment Tool for Environmental and Economic Effects (PaLATE), which is a Life Cycle Assessment (LCA) tool developed for pavement engineering, is used to quantify the pollution of asphalt concrete 29 30 31 32 33 production. Related information of five local HMA plants were investigated for the analysis. Some potential effective factors, such as the energy consumption and CO2 emission when manufacturing the binder, energy saving strategies of HMA plants, and the service life of RAP pavements, are also discussed. Finally, the environmental benefits of using RAP can be determined by comparing the 34 35 36 energy consumption and CO2 emission of asphalt mixtures containing RAP with those of producing virgin hot mix asphalt (HMA) mixtures. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 4 1 2 3 2. CHARACTERISTICS OF ASPHALT CONCRETE CONTAINING RAP 2.1 Process of Producing Hot Asphalt Mixtures Containing RAP Almost all HMA plants in Taiwan are batch plants. FIGURE 1 shows the material flow 4 5 6 7 8 diagram of producing HMA mixture with RAP in a batch plant. The process of producing HMA mixture with RAP is similar to that of producing virgin mixtures with entirely virgin materials. Because the RAP contains aged bitumen, the temperature in the RAP dryer cannot be as high as what is needed to dry virgin aggregates. The temperature to dry RAP is about 135℃, and virgin aggregates are dried at about 140℃ to 170℃. After drying, the RAP and 9 10 11 12 virgin aggregates are first mixed together (dry mix), and then the virgin binder is sprayed into the mixer and mixed with the RAP and virgin aggregates (wet mix). Finally, the production of HMA mixture containing RAP is complete. Raw virgin aggregates Raw RAP Crushing Sieving Storage Storage Virgin aggregates RAP (ready to use) Dry Virgin aggregates Dry RAP Odor removal Storage (with heater) Directly heating Indirectly heating Gas emission Virgin binder (if used) Weighing Sieving Storage Weighing Dry mixed aggregates Feeding Adding recycling agents (optional) Virgin binder and recycling agents (if used) Dry mix Aggregate mixture Spray Wet mix RAP mixture 13 14 15 16 17 18 19 FIGURE 1 Material flow diagram of producing HMA mixture with RAP in a batch plant. 2.2 Performance Studies of RAP Contained Pavement Because of the importance of pavement serviceability, many studies have evaluated the performance of asphalt mixtures containing RAP. Those studies survey the physical characteristics of RAP mixtures, like their resistance to pavement distresses (5, 10-12), TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 5 1 2 3 inputting factors of the Mechanical-Empirical Pavement Design Guide (MEPDG) such as the materials’ Master Curve (E*) and Resilience Modulus (13), and the Superpave design factors, like the G*/sinδ. There are other studies that try to find out how to input proper information 4 5 6 7 8 into the MEPDG design software to predict the performance of pavement containing RAP (14). Generally, the control factors in the experiment design in those RAP-related studies include RAP content (12, 13), source of RAP (2), grades of virgin binder (2, 14), and type of additives, such as recycling agents and warm-mix agents, added into the asphalt mixtures (15). 9 10 11 12 13 The amount of RAP in the asphalt mixture affects the performance of pavement. The effects on stiffness caused by adding RAP is not significant when the RAP content in the mixture is low (16), but as the percentage of RAP increases, the mixture becomes stiffer (10, 13, 17). As a result, its resistance to permanent deformations, such as rutting and roughness, can be improved (11, 18-20). However, the increase of stiffness due to adding RAP into the 14 15 16 17 18 mixture is not limitless (8). Also, overly high RAP content may results in poor resistance to moisture, stripping, and cracking (2, 8, 10). Although RAP mixture still has its disadvantages, it seems that all of these problems can be easily solved. Some studies suggest those problems can be resolved by limiting the maximum RAP content no more than 40% (8) or 45% (11) of the total weight of the mixture. On the other hand, the poor resistance to moisture and 19 20 21 22 23 stripping can be solved by using additives to improve the RAP mixture’s properties. Adding proper addictives, such as lime, can solve stripping problems (19). By properly adding recycling agents or warm-mix agents, the pavement containing RAP has similar or even better performance compared to pavements containing only virgin materials. However, some studies that conducted field tests or analyzed historical data on RAP 24 25 26 27 28 pavements have different opinions. One of those studies indicates that the service life of test sections with RAP are shorter than that of the sections without RAP, because cracking and potholes occur more easily on RAP pavements (21). Another study compared over 10-years of data obtained from the Long-Term Pavement Performance database of several pavement sections in Texas (9). It built performance models to predict the service life of overlays with 29 30 31 32 33 and without RAP relatively, and then compared the life cycle costs of each scenario. That study implied that there is no reason to support using RAP in pavement construction, since regardless of whether thin or thick overlays are used, the service life of overlays containing 20% RAP are shorter than those of entirely virgin overlays. The service life of RAP overlays is 30% to 60% shorter than the overlays using virgin materials. Therefore, using RAP may 34 35 36 cost more from a life-cycle approach. According to the literature review, it is obvious that the conclusions of studies based on lab tests and field test data are not consistent. Because of the uncertainty of RAP pavements’ TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 6 1 2 3 performance, many road authorizes allow the use of RAP in pavement construction, but still set limitations of the RAP content. The maximum amount of RAP content is usually set between 20% and 40% (1, 9, 10). The variability in performance should be considered when 4 5 evaluating the environmental benefits of using RAP to get a more actual result. 6 7 8 3. ENVIRONMENTAL BENEFITS OF USING RAP 3.1 Environmental Impact Assessment of Pavement In addition to physical characteristics and performance, researchers also study the 9 10 11 12 13 environmental benefits of using RAP. The three main environmental advantages of using RAP are 1) savings over using virgin or natural materials, 2) reducing the accumulation of milled asphalt concrete, and 3) decreasing the environmental impact due to disposal in landfills. Most studies use the LCA concept to compare energy consumption or the amount of pollution caused by mixing RAP and virgin mixtures (7, 13, 22, 23). Of the three advantages, 14 15 16 17 18 the last two are more difficult to quantify, and the environmental impact of landfills often need to be observed for a long period of time (24). Therefore, the environmental benefit in savings from using virgin materials is the most commonly used index. By calculating the savings in energy and pollution reduction, the environmental benefits of using each recycled material can be evaluated quantitatively. 19 20 21 22 23 The life cycle of pavements can be divided into four phases: 1) materials manufacture, 2) construction, 3) operation and maintenance, and 4) demolition or reconstruction (25). The scope of phases and items to inventory vary in different studies. Some studies make the assumption that the recycled materials discussed can entirely replace virgin materials, namely that pavements that contain recycled materials have the same performance as the virgin 24 25 26 27 28 pavement. Consequently, they do not consider the operation and maintenance phase and the demolition or reconstruction phase, since the environmental impact during the two phases will be the same in all scenarios (22, 24, 26). However, this assumption is not necessarily true when evaluating RAP pavements since the conclusions of related studies are not consistent. There are several methods or tools that can quantify the environmental impact of 29 30 31 32 33 manufacture and other human activities. For example, Chiu (2008) used the Eco Indicator 99 database to evaluate the environmental impact of using conventional HMA, the mixture containing recycled glass, and the mixture containing 40% RAP. Chiu’s study found that using RAP has the least impact on the environment (7). That study considered the difference in performance for each material by setting different intervals for each according to previous 34 35 36 studies. However, the Eco Indicator 99 database is not built for pavement engineering but for general industries. The most important component of HMA, asphalt binder, is not included in its database, so the data on a similar ingredient was selected as a replacement in that study. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 7 1 2 3 Energy consumption and other pollutions, such as odor (1), SO2, NOx and CO2 emissions (25) are also commonly used inventory targets when assessing pavement constructions. A previous study inventoried the cradle-to-gate CO2 emission of a HMA batch 4 5 6 7 8 plant in Taiwan to evaluate the respective carbon footprints of producing virgin HMA and RAP asphalt mixtures (22). In that study, the transportation emission of the ingredients was also calculated according to the average values of historical data. The result showed that producing per unit weight of 30% RAP mixture emits only 85% of CO2 emission when producing virgin mixture. However, the scope of inventory in that study did not cover the 9 10 11 12 13 odor removal equipment, which is required by the Taiwanese government, so the amount of CO2 emission when producing RAP mixtures was underestimated. Besides, that study assumed that using RAP does not save virgin binder, and 90% of CO2 reduction was from the reduction of natural aggregate usage. Although the function of RAP in the mixture is to replace virgin aggregates, since the 14 15 16 17 18 RAP already contains some aged binder, it in fact saves virgin binder. For example, in Texas experience, if the asphalt content of new mixture is 5%, and the RAP content is 20%, it saves approximately 1% of virgin binder. In other words, the mixture only needs 4% of virgin binder (9). According to the investigated HMA plants, adding 30% of RAP into the mixture saves approximately 33% of virgin binder, which is consistent with the Texas experience. 19 20 21 22 23 When the asphalt content of new mixture is 5%, it only needs 3.5% of virgin binder of the total weight. Since producing the asphalt binder has the largest environmental impact (7), savings of virgin binder should be considered when evaluating the environmental benefits of using RAP. 24 25 26 27 28 3.2 Features of PaLATE This study uses PaLATE to calculate the energy consumption and CO2 emission of HMA mixtures. PaLATE is a free life cycle assessment tool used for pavement construction (28). It was developed by the Consortium on Green Design and Manufacturing and the Recycled Materials Resource Center. It includes 18 Excel worksheets, which can be divided into three 29 30 31 32 33 categories: Input, Output, and Data. The users first input the analysis information, such as the types and amounts of materials, construction activities, and equipment, into the Input worksheets, and then get results from the Output worksheets. Besides the environmental impact, such as energy consumption and emissions, PaLATE also can be used to do basic financial analyses. The Data worksheets are actually a database built based on literature 34 35 36 reviews which include the environmental impact and cost information for several types of materials and equipment commonly used in pavement construction. The most important feature of PaLATE is having the information of recycled materials TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 8 1 2 3 and on-site recycling processes, which is not provided by other LCA tools (27). Also, users can adjust all detailed information such as characteristics, emissions, and cost of the materials, equipments, and activities in the Data worksheets according to the actual conditions (28). 4 5 6 7 8 When using the tool, the users do not need to input information for the entire construction. They only need to input information relating to the scope of the analysis. As to the phases of a pavement’s life cycle, PaLATE considers the initial construction phase and maintenance phase of the pavement. However, it does not provide information about the performance of pavements. The users must estimate the total amount of 9 10 11 construction of all initial construction and maintenance during the analysis period. It does not include the environmental impact caused by traffic (28). 12 13 4. ENERGY CONSUMPTION and CO2 EMISSION of ASPHALT MIXTURES The information needed to calculate energy consumption and CO2 emissions includes the 14 15 16 17 18 amount of materials (virgin aggregates, virgin binder, and RAP) used and the transportation distance of each material. The from-cradle-to-gate processes of HMA are as follows: transport raw aggregates from excavation to the manufacturer; manufacture virgin aggregates; transport the aggregates to the HMA plants, produce virgin binder; transport the asphalt binder from the refinery to the HMA plant, apply the materials to hot mix process; and finally, 19 20 21 22 23 transport the ready mixture to the site. Since the distances and vehicles used to transport vary from case to case, only the manufacture of materials and the hot mix process are considered here. The higher the RAP content in the mixture, the more virgin materials can be reserved. FHWA provided the following equation to estimate the amount of virgin binder needed when 24 25 manufacturing HMA with RAP: 26 Pnb Pb 100 r Psb 100 (1) 27 28 29 30 31 32 33 34 35 Where, Pnb is the asphalt content of the RAP mixture, as percentage (%) in total weight, r is the percentage of virgin aggregate, as percentage (%) in weight of total aggregates, Pb is the asphalt content, the amount of binder needed in virgin mixture, and Psb is the asphalt content in the RAP (plus the weight of recycling agents if used). According to the experience of some Taiwanese HMA plants, when the asphalt content (Pb) is 5% and the RAP content is 30%, the amount of virgin binder (Pnb) should be 3.5%. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 9 1 2 3 The asphalt content in the RAP (Psb) is 4.7%, using the equation (1). This value is similar to the Texas experience mentioned above (9). Assuming the asphalt content in RAP is 4.7% of the total weight, the amount of virgin binder needed under different RAP contents can be 4 5 6 7 8 calculated using the equation (1). The default densities of virgin aggregate, asphalt binder, and RAP are 1.25 ton/yard3, 0.84 ton/yard3, and 1.85 ton/yard3 respectively in the PaLATE database. The volume of 1 ton of virgin HMA mixture is about 0.819 yard3. Because the densities of mixtures vary with the material compositions, and a specific volume of mixtures will be needed for a specific 9 10 11 12 construction, this study sets 0.819 yard3 as the unit volume, and then calculates the material composition of HMA with different RAP contents (as shown in TABLE 1). TABLE 1 Material Composition with Different RAP Content Levels RAP Total Materials Density Content Weight RAP Virgin Binder Virgin Aggregate 3 (ton/yard ) (%) (ton) Volume (yd3) Weight(ton) Volume (yd3) Weight(ton) Volume (yd3) Weight (ton) 0 1.22 1 0 0 0.059 0.05 0.76 0.95 13 14 15 16 17 18 19 20 10 1.26 1.0319 0.0558 0.1032 0.0553 0.0464 0.7058 0.8823 20 1.31 1.0729 0.1160 0.2146 0.0511 0.0429 0.6523 0.8154 30 1.36 1.1138 0.1806 0.3341 0.0464 0.039 0.5925 0.7407 40 1.41 1.1548 0.4619 0.2496 0.0346 0.0412 0.6582 0.5267 FIGURE 2 shows the energy savings and CO2 reduction of HMA production with different RAP contents compared to the virgin mixture. The higher the RAP content, the higher environmental benefits can be obtained. The 30% RAP mixture is the most commonly used RAP percentage in Taiwan. When the RAP mixture contains 30% of RAP, producing RAP mixtures saves approximately 16% of energy and 20% of CO2 emission compared to producing the virgin mixture. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN Environmental Benefits (%) Energy Saving 10 CO2 Reduction 40.00 35.00 30.00 25.00 20.00 15.00 10.00 5.00 0.00 0% 10% 20% RAP Content 30% 40% 1 FIGURE 2 The environmental benefits on energy saving and CO2 reduction of different RAP content levels. 2 3 4 5 6 7 8 9 10 11 5. DISCUSSIONS of OTHER EFFECTIVE FACTORS 5.1 Considering the Manufacture of Binder or Not Asphalt binder is a byproduct from petroleum refineries. Some studies claim it unnecessary to consider the environmental impact of byproducts. However, considering the manufacture of asphalt binder or not may have a significant effect when evaluating the environmental benefits of using RAP. TABLE 2 shows the energy consumption and CO2 emission when producing a 30% 12 13 14 15 16 RAP mixture. The table also shows how the energy consumption of binder manufacture takes more than 70% of the total value, and its CO2 emission takes even more than 80% of the total value. It is obvious that the manufacture of asphalt binder leads to the greatest environmental impact. When the manufacture of asphalt binder is not considered in the evaluation, both of the benefits on energy saving and CO2 reduction decreased considerably. In other words, if 17 18 19 20 21 the binder manufacture is not considered, the advantages of using RAP cannot be shown to be meaningful. Although the asphalt binder is a byproduct, it is still necessary to consider the manufacture of binder when evaluating the environmental impact of asphalt mixtures. Because petroleum reserves are limited, and the demand on asphalt binder will continue to exist, the asphalt usage of each construction project should be reduced to save the natural 22 23 24 resource. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 1 TABLE 2 11 Energy Consumption and CO2 Emission of HMA Manufacture Energy consumption CO2 emission Binder production is considered MJ Virgin mixture % kg-eCO2 % aggregates manufacture 146.5134 10.83 10.3762 15.25 asphalt binder manufacture 979.1759 72.41 55.6052 81.75 Plant process 226.6097 16.76 2.0413 3.00 1352.2990 100.00 68.0227 100.00 aggregates manufacture 114.2226 10.05 8.0894 14.95 asphalt binder manufacture 770.0638 67.72 43.7302 80.84 Plant process 252.7683 22.23 2.2770 4.21 1137.0547 100.00 54.0966 100.00 Total 30% RAP mixture Total Energy savings and CO2 reduction (%) 15.92 20.47 Binder production is not considered Virgin mixture aggregates manufacture asphalt binder manufacture Plant process Total 146.5134 39.27 10.3762 83.56 - 0.00 - 0.00 226.6097 60.73 2.0413 16.44 373.1231 100.00 12.4175 100.00 114.2226 31.12 8.0894 78.03 - 0.00 - 0.00 252.7683 68.88 2.277 21.97 366.9909 100 10.3664 100.00 30% RAP mixture aggregates manufacture asphalt binder manufacture Plant process Total Energy savings and CO2 reduction (%) 1.64 16.52 2 3 4 5 5.2 Energy Saving Strategies in Hot Mix Asphalt Plants As mentioned previously, the manufacturing processes of RAP mixtures and virgin mixtures differ slightly. In Taiwan, all RAP mixture plants must set equipment to remove odor from the 6 7 8 9 10 emission gas. This odor-removal equipment in Taiwanese plants is commonly a heating tower which removes the odor by burning the odor gas with high-temperature flames, approximately from 700 to 800℃. The PaLATE does not account for the odor removal tower or other similar equipment. Therefore, it underestimates the environmental impact of producing RAP mixtures. 11 12 13 According to interviews with staff at the HMA plants, the fuel consumption of the odor-removal tower is about 2.5 liters of heavy oil per production of one ton of 30% RAP mixture. The consumption of 2.5 liter of heavy oil can be converted to 101.365MJ energy and TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 12 1 2 3 7.775kg CO2 emission (29). For each 0.819 yard3 of 30% RAP mixture, the odor-removal tower requires 112.9MJ energy and generates 8.6598 kg of CO2 emission. Because saving energy also means savings cost of operations, all five HMA plants 4 5 6 7 investigated in this study have implemented some energy saving strategies to reduce the operating cost. Two of the most important strategies are to reuse the heat provided by the emissions gas, and to let two pieces of equipment share a heater. The emission gas that passes through the odor-removal tower is still about 300 to 400℃ or even higher. Therefore, some 8 HMA plants reuse the heat of the emission gas to keep the asphalt storage unit warm. Reusing 9 10 11 12 13 heat not only saves energy but also reduces the impact on surrounding wildlife. The other plants surveyed dry the virgin aggregates and burn the odor at the same time. In this manner, they do not need two separate flame heaters and the total energy consumption can be limited. TABLE 3 shows that the environmental benefit of using RAP decreases significantly when the odor removal is accounted. However, the benefit on energy savings by using RAP 14 15 16 17 18 can be raised with the increasing energy efficiency. When a plant reduces total energy consumption by 10%, the energy consumption of producing the 30% RAP mixture can be up to 17% less than that of producing the virgin mixture. 19 Removal TABLE 3 Benefits on Energy Savings and CO2 Reduction with and without Odor Energy consumption (MJ) Energy savings (%) CO2 emission (kg-eCO2) CO2 reduction (%) Without odor removal Virgin mixture 1352.2990 68.0227 30% RAP mixture 1137.0547 15.92 54.0966 20.47 0% 1249.9547 7.57 62.7564 7.74 5% 1187.4570 12.19 10% 1124.9592 16.81 15% 1062.4615 21.43 20% 999.9638 26.05 25% 937.4660 30.68 With odor removal 30% RAP mixture energy saving efficiency 20 21 22 23 24 5.3 Length of Service Life Pavement’s service life determines the number of maintenance in the analysis period. More maintenance leads to more material usage. According to the analysis results in this study, producing RAP mixtures indeed consumes less energy and generates less CO2 emissions than TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 13 1 2 3 producing virgin mixtures. Nevertheless, the performance of pavement containing RAP and that of virgin pavement are different. It is necessary to consider the service life to further confirm the environmental benefits from the life cycle approach. 4 5 6 7 8 It is not easy to predict how long the service life of pavement will be. The latest AASHTO pavement design guide, MEPDG, developed pavement distress models based on historical data and mechanical analyses. However, the design software associated with MEPDG does not have the function to predict the distress of pavements containing RAP. Since mixtures containing RAP are often stiffer than virgin mixtures, the RAP mixtures are 9 10 11 12 13 likely to have “longer” service lives than those of virgin mixtures by MEPDG predictions. In other words, there is no reliable performance prediction tool which can be used to predict the life of RAP pavements so far. To solve the problem, this study considers the lengths of service life of RAP mixtures using a relative concept. FIGURE 3 illustrates the energy consumption ratio of the RAP pavements and the virgin 14 15 16 17 18 pavement according to the ratio of their service lives; and FIGURE 4 illustrates the CO2 emission ratio according to the ratio of the service life of RAP pavements and virgin pavement. When the energy consumption ratio or the CO2 emission ratio exceeds 1, it means that the RAP mixture is actually more energy-consuming or emitting more CO2 than the virgin mixture does. The higher the RAP content, the lower the service life ratio needed to 19 20 21 22 23 achieve positive energy savings and CO2 reduction benefits. For example, if the 40% RAP pavement’s service life is longer than 80% of the virgin pavement’s, using 40% RAP mixture can be more environmental-friendly than using virgin mixture. On the other hand, the 10% RAP pavement’s service life must be longer than 90% of the virgin pavement’s to be more environmentally-friendly than the virgin mixture. 24 25 26 27 28 Lower-content (≤ 20%) RAP pavements can easily achieve performance similar to the performance of the virgin pavement. As to the higher-content (>20%) RAP pavements, properly adding recycling agents or other additives will help to improve the performance (30). Therefore, using RAP in HMA is a feasible way to save energy and reduce CO2 emission in pavement constructions, although it is still necessary to limit the maximum RAP content in 29 30 the mixtures. TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN Energy consumption ratio 14 0% RAP 30% RAP 10% RAP 40% RAP 20% RAP 5.00 4.50 4.00 3.50 3.00 2.50 2.00 1.50 1.00 0.50 0.00 20% 1 2 3 FIGURE 3 30% 40% 50% 60% 70% 80% 90% 100% 110% Ratio of the service lives of RAP pavements and virgin pavement 120% The energy consumption ratio of the RAP mixtures and the virgin mixture. Energy consumption ratio 0% RAP 30% RAP 10% RAP 40% RAP 20% RAP 5.00 4.50 4.00 3.50 3.00 2.50 2.00 1.50 1.00 0.50 0.00 20% 4 5 6 7 8 9 10 FIGURE 4 30% 40% 50% 60% 70% 80% 90% 100% 110% Ratio of the service lives of RAP pavements and virgin pavement 120% The CO2 emission ratio of the RAP mixtures and the virgin mixture. 6. CONCLUSIONS To further confirm whether using RAP is a feasible and effective way to save energy and reduce CO2 emissions, this study used the PaLATE to calculate the energy consumption and the CO2 emissions of RAP mixtures and the virgin HMA mixture, and then evaluated the TRB 2012 Annual Meeting Paper revised from original submittal. Ning LEE, Chai-Pei CHOU, Kuan-Yu CHEN 15 1 2 3 environmental benefits of using RAP. According to the analysis results in this study, producing the 30% RAP mixture only requires 84% of energy and emits 80% of CO2 of producing the virgin mixture dose. The 4 5 6 7 8 higher the RAP content, the higher environmental benefits can be obtained. Although producing RAP mixtures may require extra equipment, like the odor-removal tower, and cause extra energy consumption, implementing energy-saving strategies in the HMA plants can significantly raise the energy saving benefits of using RAP. As to the performance of RAP pavements, if the RAP pavement’s service life is longer than 80% to 90% of the virgin 9 10 11 12 13 pavement’s, using RAP mixture can be more environmentally-friendly than using the virgin mixture. Previous studies show that it is not difficult to make low-content RAP mixtures achieve performance similar to the virgin mixture. Even the performance of high-content RAP mixtures can be improved by properly adding recycling agents or other additives. Thus, using RAP is indeed a good method to save energy and reduce CO 2 emissions in pavement 14 15 construction. 16 17 18 Acknowledgements The authors would like to thank the National Science Council of Taiwan for their financial support of this research under Grant NSC 98-2221-E-002-115-MY2, and express 19 20 appreciation to those who contributed their knowledge and support of this project. 21 22 23 Reference 1. Jullien, A., P. Mon´eron, G.Quaranta, D. Gaillard. 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