Structural Performance Assessment of Geothermal Asphalt Pavements: A Comparative Experimental Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Methodology of the Experimental Study
2.2. Samples Preparation
2.3. Experimental Procedure
3. Results and Discussion
3.1. Consistency of the Asphalt Specimens
3.2. Structural Performance of Conventional Asphalt under Different Thermal Conditions
3.3. Effect of Geothermal Pipes on Asphalt Structural Behavior under Normal Thermal Conditions
3.4. Structural Performance of the Geothermal Pavement under Different Thermal Conditions
4. Conclusions
- Asphalt is temperature-sensitive material; its mechanical properties and structural performance are firmly dependent on temperature variations.
- The compressive and flexure strengths of the conventional AC specimens dramatically decreased by about 92% upon heating the specimens to 60 °C. On the other hand, although the AC strengths slightly increased upon cooling down to 2 °C, the AC behaved as a fragile solid, and its failure was described as brittle.
- The results of this experimental study show that at a normal average temperature, the loss in AC volume due to the geothermal pipes integration negatively affected the compressive strength of the asphalt. However, under extreme heating and cooling conditions, geothermal pipes had a relatively minimal effect on the compressive strength of the asphalt specimens.
- The geothermal pipes had an insignificant effect on the stability of the AC specimens. However, the AC flow of the asphalt samples with copper and PVC pipes was 27.9% and 32.5% greater than the conventional AC.
- Under the three thermal conditions (medium, heating, and cooling temperatures), the flexure strength of the AC significantly improved by 14.3%, 85%, and 70%, respectively, due to the integration of the copper pipe into the asphalt body.
- The results of the experimental study show that copper pipes are superior to PVC ones in terms of enhancing the structural performance of AC under extreme hot and cold conditions.
- Asphalt pavements should be kept at medium temperatures, guaranteeing that the AC will maintain its viscoelastic structural behavior and preserve the deformation within safe limits. Shallow geothermal systems are capable of playing this significant role and contribute to the enhancement of asphalt pavement structural performance under extreme climates.
5. Limitations and Future Studies
- The tests presented in this experimental study were carried out in a steady-state situation, meaning that no water circulation was applied inside the pipes during the tests; in addition, static loading was utilized in the tests. Future research can be extended experimentally to explore the change in AC structural behavior during the transition from one thermal condition to another, i.e., from heating to medium temperature and to apply more tests, including dynamic loading. This might be beneficial in highlighting the influence of the geothermal system in maintaining the viscoelastic behavior of asphalt material.
- Including triaxial geogrid elements around the geothermal pipes could be used to overcome the stress concentration problem around the pipe and enhance the structural performance of the geothermal pipes.
- Increasing the bond stress between the asphalt medium and the geothermal pipe might also be an interesting area for improvement in terms of geothermal pavement structural performance. This could be achieved by using customized deformed copper pipes with notches which are able to increase the contact surface area and the bond stress between the AC and the pipe.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- What Is Climate Change? Climate Action, United Nations. 2022. Available online: https://www.un.org (accessed on 2 April 2022).
- Climate change Report, National Centers for Environmental Information, National Oceanic and Atmospheric Administration. 2020. Available online: https://www.ncdc.noaa.gov/sotc/global/202003 (accessed on 11 April 2022).
- Newburger, E. As Earth Overheats, Asphalt Is Releasing Harmful Air Pollutants in Cities, CNBC. 2020. Available online: https://www.cnbc.com (accessed on 11 April 2022).
- Al-Atroush, M.E.; Mustaffa, Z.; Sebeay, T.A. Emerging Trends in Overcoming the Weather Barrier to Sustainable Mobility in Gulf and Tropical Cities. ICSDI 2022. In IOP Conference Series: Earth and Environmental Science; IOP Publishing: Riyadh, Saudi Arabia, 2022; Volume 1026, p. 012040. [Google Scholar] [CrossRef]
- Xie, J.; Zhou, Z. Numerical Analysis on the Optimization of Evaporative Cooling Performance for Permeable Pavements. Sustainability 2022, 14, 4915. [Google Scholar] [CrossRef]
- Qiao, Y.; Dawson, A.R.; Parry, T.; Flintsch, G.; Wang, W. Flexible Pavements and Climate Change: A Comprehensive Review and Implications. Sustainability 2020, 12, 1057. [Google Scholar] [CrossRef] [Green Version]
- Huang, Y.H. Pavement Analysis and Design; Prentice Hall Inc.: Upper Saddle River, NJ, USA, 1993; Volume 2. [Google Scholar]
- Yinghao, M.; Jiajia, S.; Jin, Y. An Assessment of the Impact of Temperature Rise Due to Climate Change on Asphalt Pavement in China. Sustainability 2022, 14, 9044. [Google Scholar] [CrossRef]
- Yoder, E.J.; Witczak, M.W. Principles of Pavement Design, 2nd ed.; JohnWiley & Sons, Inc.: Hoboken, NJ, USA, 1975. [Google Scholar] [CrossRef]
- Underwood, B.S.; Guido, Z.; Gudipudi, P.; Feinberg, Y. Increased costs to US pavement infrastructure from future temperature rise. Nat. Clim. Change 2017, 7, 704–707. [Google Scholar] [CrossRef] [Green Version]
- REPAIR PRIORITIES, Transportation for America, Taxpayers for Common Sense, Washington, DC. 2019. Available online: https://t4america.org/wp-content/uploads/2019/05/Repair-Priorities-2019.pdf (accessed on 11 April 2022).
- Sun, L. Structural behavior of asphalt pavements: Intergrated analysis and design of conventional and heavy duty asphalt pavement. In Butterworth-Heinemann, Chapter 2—Distribution of the Temperature Field in a Pavement Structure; Elsevier: Oxford, UK, 2016; pp. 1–59. [Google Scholar] [CrossRef]
- Emiliano, P.; Edoardo, B.; Maurizio, B. Effect of Bitumen Production Process and Mix Heating Temperature on the Rheological Properties of Hot Recycled Mix Asphalt. Sustainability 2022, 14, 9677. [Google Scholar] [CrossRef]
- Dai, Z.; Shen, J.; Shi, P.; Zhu, H.; Li, X. Nano-sized morphology of asphalt components separated from weathered asphalt binders. Constr. Build. Mater. 2018, 182, 588–596. [Google Scholar] [CrossRef]
- Menapace, I.; Yiming, W.; Masad, E. Chemical analysis of surface and bulk of asphalt binders aged with accelerated weathering tester and standard aging methods. Fuel 2017, 202, 366–379. [Google Scholar] [CrossRef]
- Sun, X.; Yuan, J.; Zhang, Y.; Yin, Y.; Lv, J.; Jiang, S. Thermal aging behavior characteristics of asphalt binder modified by nano-stabilizer based on DSR and AFM. Nanotechnol. Rev. 2021, 10, 1157–1182. [Google Scholar] [CrossRef]
- Sun, L. Structural behavior of asphalt pavements: Intergrated analysis and design of conventional and heavy duty asphalt pavement. In Butterworth-Heinemann, Chapter 4—General Damage Characteristics for Asphalt Pavement; Elsevier: Oxford, UK, 2016; pp. 243–295. [Google Scholar] [CrossRef]
- Hans, S.; Nikola, J.; David, B. Development of a Calculation Concept for Mapping Specific Heat Extraction for Very Shallow Geothermal Systems. Sustainability 2022, 14, 4199. [Google Scholar] [CrossRef]
- Riccardo, B.; Roberto, B.; Dario, F.; Giampaolo, M.; Maria, L.P.; Franco, S. Life Cycle Analysis of a Geothermal Power Plant: Comparison of the Environmental Performance with Other Renewable Energy Systems. Sustainability 2020, 12, 2786. [Google Scholar] [CrossRef]
- Ho, I.-H.; Dickson, M. Numerical modeling of heat production using geothermal energy for a snow-melting system. Geomech. Energy Environ. 2017, 10, 42–51. [Google Scholar] [CrossRef]
- Chiarelli, A.; Dawson, A.R.; García, A. Pavement temperature mitigation by the means of geothermally and solar heated air. Geothermics 2017, 68, 9–19. [Google Scholar] [CrossRef]
- Cristina, S.B.; David, B.-D.; Ignacio, M.N.; Miguel, Á.M.; Arturo, F.M.; Diego, G.-A. Geothermal Heat Pumps for Slurry Cooling and Farm Heating: Impact and Carbon Footprint Reduction in Pig Farms. Sustainability 2022, 14, 5792. [Google Scholar] [CrossRef]
- Kovačević, M.S.; Bačić, M.; Arapov, I. Possibilities of underground engineering for the use of shallow geothermal energy. Građevinar 2013, 64, 1019–1028. [Google Scholar] [CrossRef]
- Al-Qadami, E.H.H.; Mustaffa, Z.; Al-Atroush, M.E. Evaluation of the Pavement Geothermal Energy Harvesting Technologies towards Sustainability and Renewable Energy. Energies 2022, 15, 1201. [Google Scholar] [CrossRef]
- Fisher, D.E.; Rees, S.J.; Padhmanabhan, S.K.; Murugappan, A. Implementation and validation of ground-source heat pump system models in an integrated building and system simulation environment. HVAC R Res. 2006, 12, 693–710. [Google Scholar] [CrossRef]
- Kakaç, S.; Yener, Y. Heat Conduction, 4th ed.; Taylor and Francis Group: Boca Raton, FL, USA, 2008. [Google Scholar]
- Cullin, J.R.; Spitle, J.D.; Montagud, C.; Ruiz-Calvo, F.; Rees, S.J.; Naicker, S.S.N.; Konečný, P.; Southard, L.E. Validation of vertical ground heat exchanger design methodologies. Sci. Technol. Built Environ. 2015, 21, 137–149. [Google Scholar] [CrossRef]
- Zeng, H.Y.; Diao, N.R.; Fang, Z. A finite line-source model for boreholes in geothermal heat exchangers. Heat Transfer—Asian Res. 2002, 31, 558–567. [Google Scholar] [CrossRef]
- Bobes-Jesus, V.; Pascual-Muñoz, P.; Castro-Fresno, D.; Rodriguez-Hernandez, J. Asphalt solar collectors: A literature review. Appl. Energy 2013, 102, 962–970. [Google Scholar] [CrossRef]
- Ministry of Municipal and Rural Affairs and Housing. Laws, Regulations and the Like. 2022. Available online: https://momrah.gov.sa/ar/regulations?pageNumber=2&type=224 (accessed on 28 June 2022).
- ASTM D6913-04. Standard Test Methods for Particle-Size Distribution (Gradation) of Soils Using Sieve Analysis. ASTM International, USA. Available online: https://www.astm.org/d6913-04r09.html (accessed on 11 April 2022).
- AASHTO, M. Standard Specification for Performance-Graded Asphalt Binder; American Association of State Highway and Transportation Officials: Washington, DC, USA, 2017. [Google Scholar]
- ASTM B280-20. Standard Specification for Seamless Copper Tube for Air Conditioning and Refrigeration Field Service. ASTM International, USA. Available online: https://www.astm.org/b0280-20.html (accessed on 11 April 2022).
- Copper, Copper Development Association Inc. Available online: https://alloys.copper.org/alloy/C10200 (accessed on 2 October 2022).
- PVC Properties, Polyvinyl Chloride (PVC), Vinidex by Aliaxis. Available online: https://www.vinidex.com.au/technical-resources/material-properties/pvc-properties/ (accessed on 2 October 2022).
- ASTM D6927-05. Standard Test Method for Marshall Stability and Flow of Bituminous Mixtures. ASTM International, USA. Available online: https://www.astm.org/d6927-05.html (accessed on 11 April 2022).
- ASTM D1074-17. Standard Test Method for Compressive Strength of Asphalt Mixtures. ASTM International, USA. Available online: https://www.astm.org/d1074-17.html (accessed on 21 April 2022).
- Judycki, J. Bending Test of Asphaltic Mixtures under Statical Loading. In Design and Quality Control of Bituminous Mixes, Proceedings of the 4th International Symposium on the Role of Mechanical Tests for the Characterization, Budapest, Hungary, 23–25 October 1990; Book Series: RILEM Proceedings. Taylor & Francis: Oxfordshire, UK, 1990; Volume 8, pp. 207–227. [Google Scholar]
- Olumide, M.O. Marshall stability and flow of lime-modified asphalt concrete. Transp. Res. Procedia 2016, 14, 685–693. [Google Scholar] [CrossRef]
- Van Bijsterveld, W.T.; De Bondt, A.H. Structural aspects of asphalt pavement heating and cooling systems. In Proceedings of the Third International Symposium On 3d Finite Element Modeling, Design & Research, Amsterdam, The Netherlands, 2–5 April 2002. [Google Scholar]
Type of Test | Test Method | Units | Results | Specification |
---|---|---|---|---|
Penetration @25 °C | ASTM D5-97 | 0.1 mm | 66 | 60–70 |
Softening Point | ASTM D36 | 1 °C | 55 | 40–55 |
Flash Point | ASTM D92-16b | 1 °C | 302 | 232 min |
Ductility 25 °C | ASTM D113 | cm | 99 | Greater than 75 |
The Adapted Properties of the Asphalt Mix (Type A) [30] | |
---|---|
Properties | Boundaries |
Bitumen Percentage from Whole Mixture (%) | 4.25 |
Average Stability (Minimum) (N) | 1000 |
Average Flow (mm) | 3.0 |
Air Void Percentage for Mixture (%) | 4.0 |
Percentage of Voids Filled with Asphalt (%) | 70 |
Voids in Mineral Aggregate (%) | 13 |
The Total Specific Gravity of the Aggregate Mixture | 2594.000 |
Pipe Material | Copper [34] | Polyvinyl Chloride [35] |
---|---|---|
Ultimate Tensile Strength | 220.6 MPa | 51.71 MPa |
Modulus of Elasticity in Tension | 117.2 GPa | 2.83 GPa |
Melting Point | 1082.8 °C | 177 °C |
Thermal Conductivity | 391 W/mK | 0.16 W/mK |
Thermal Expansion Coefficient | 16.16 µm/mK | 5 × 10−5 mm/(mm °C) |
Density | 8.94 gm/cu cm at 20 °C | 1.41 gm/cm3 |
Specific Heat Capacity | 385.48 J/kg °C | 1000 J/(kg.K) |
No. | Specimen ID | Geothermal Pipe Material | Dimension (mm) | Density (gm/cm3) | Test Performed | Thermal Condition (°C) | ||
---|---|---|---|---|---|---|---|---|
Width/Diameter (mm) | Length (mm) | Height (mm) | ||||||
1 | AC-C1 | - | 100 | 100 | 100 | 2.0405 | Compressive Strength [37] | 20° |
2 | AC-C2 | - | 100 | 100 | 100 | 2.0789 | Compressive Strength [37] | 20° |
3 | AC-C3 | - | 100 | 100 | 100 | 2.1594 | Compressive Strength [37] | 20° |
4 | AC-M1 | - | 100 | - | 800 | 2.101 | Marshall Stability Test [36] | 60° |
5 | AC-M2 | - | 100 | - | 800 | 2.101 | Marshall Stability Test [36] | 60° |
6 | AC-M3 | - | 100 | - | 800 | 2.101 | Marshall Stability Test [36] | 60° |
7 | AC-C4 | - | 100 | 100 | 100 | 2.101 | Compressive Strength [37] | 20° |
8 | AC-C5 | - | 100 | 100 | 100 | 2.102 | Compressive Strength [37] | 60° |
9 | AC-C6 | - | 100 | 100 | 100 | 2.110 | Compressive Strength [37] | 2° |
10 | ACC-C1 | Copper | 100 | 100 | 100 | 2.075 | Compressive Strength [37] | 20° |
11 | ACC-C2 | Copper | 100 | 100 | 100 | 2.075 | Compressive Strength [37] | 60° |
12 | ACC-C3 | Copper | 100 | 100 | 100 | 2.075 | Compressive Strength [37] | 2° |
13 | ACP-C1 | PVC | 100 | 100 | 100 | 2.063 | Compressive Strength [37] | 20° |
14 | ACP-C2 | PVC | 100 | 100 | 100 | 2.065 | Compressive Strength [37] | 60° |
15 | ACP-C3 | PVC | 100 | 100 | 100 | 2.067 | Compressive Strength [37] | 2° |
16 | AC-M4 | - | 100 | - | 800 | 2.095 | Marshall Stability Test [36] | 60° |
17 | AC-M5 | - | 100 | - | 800 | 2.101 | Marshall Stability Test [36] | 60° |
18 | AC-M6 | - | 100 | - | 800 | 2.085 | Marshall Stability Test [36] | 60° |
19 | ACC-M1 | Copper | 100 | - | 800 | 2.101 | Marshall Stability Test [36] | 60° |
20 | ACC-M2 | Copper | 100 | - | 800 | 2.095 | Marshall Stability Test [36] | 60° |
21 | ACC-M3 | Copper | 100 | - | 800 | 2.110 | Marshall Stability Test [36] | 60° |
22 | ACP-M1 | PVC | 100 | - | 800 | 2.077 | Marshall Stability Test [36] | 60° |
23 | ACP-M2 | PVC | 100 | - | 800 | 2.076 | Marshall Stability Test [36] | 60° |
24 | ACP-M3 | PVC | 100 | - | 800 | 2.081 | Marshall Stability Test [36] | 60° |
25 | AC-F1 | - | 100 | 500 | 100 | 2.095 | Flexure Strength [38] | 20° |
26 | AC-F2 | - | 100 | 500 | 100 | 2.101 | Flexure Strength [38] | 60° |
27 | AC-F3 | - | 100 | 500 | 100 | 2.085 | Flexure Strength [38] | 2° |
28 | ACC-F1 | Copper | 100 | 500 | 100 | 2.075 | Flexure Strength [38] | 20° |
29 | ACC-F2 | Copper | 100 | 500 | 100 | 2.075 | Flexure Strength [38] | 60° |
30 | ACC-F3 | Copper | 100 | 500 | 100 | 2.075 | Flexure Strength [38] | 2° |
31 | ACP-F1 | PVC | 100 | 500 | 100 | 2.066 | Flexure Strength [38] | 20° |
32 | ACP-F2 | PVC | 100 | 500 | 100 | 2.082 | Flexure Strength [38] | 60° |
33 | ACP-F3 | PVC | 100 | 500 | 100 | 2.075 | Flexure Strength [38] | 2° |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Al-Atroush, M.E.; Marouf, A.; Aloufi, M.; Marouf, M.; Sebaey, T.A.; Ibrahim, Y.E. Structural Performance Assessment of Geothermal Asphalt Pavements: A Comparative Experimental Study. Sustainability 2022, 14, 12855. https://doi.org/10.3390/su141912855
Al-Atroush ME, Marouf A, Aloufi M, Marouf M, Sebaey TA, Ibrahim YE. Structural Performance Assessment of Geothermal Asphalt Pavements: A Comparative Experimental Study. Sustainability. 2022; 14(19):12855. https://doi.org/10.3390/su141912855
Chicago/Turabian StyleAl-Atroush, Mohamed Ezzat, Abdulrahman Marouf, Mansour Aloufi, Mohamed Marouf, Tamer A. Sebaey, and Yasser E. Ibrahim. 2022. "Structural Performance Assessment of Geothermal Asphalt Pavements: A Comparative Experimental Study" Sustainability 14, no. 19: 12855. https://doi.org/10.3390/su141912855
APA StyleAl-Atroush, M. E., Marouf, A., Aloufi, M., Marouf, M., Sebaey, T. A., & Ibrahim, Y. E. (2022). Structural Performance Assessment of Geothermal Asphalt Pavements: A Comparative Experimental Study. Sustainability, 14(19), 12855. https://doi.org/10.3390/su141912855