Application of Expert Evaluation Method to Determine the Importance of Operating Asphalt Mixing Plant Quality Criteria and Rank Correlation

Henrikas Sivilevičius


Road asphalt concrete pavement is usually laid of hot-mix asphalt (HMA) mixture. HMA mixture is produced in an asphalt mixing plant (AMP) according to the technology applied in its structure. AMP shall meet certain requirements set in the norms not only to the quality of HMA mix produced in it, but to environmental protection as well. A possibility to produce an HMA mixture of all required types and marks in it shall be available through the use of various materials and additives, including reclaimed asphalt pavement (RAP). HMA mixture production costs shall be as low as possible. AMP shall be of appropriate technical condition and with proper equipment, which mostly influence on the technological, ecological and economic parameters. Its actual productivity shall meet the required scope (HMA mixture amount) of road construction works carried out in the serviced region. The article presents 9 criteria of operating AMP quality, mathematical models of determining their significance through the application of an expert research method as well as expert opinion correlation values. Ranks of AMP quality criteria have been replaced by their weight indices through the application of two different methodologies. Quality criteria weight indices may be used according to an additive model through the calculation of operating AMP quality multi-criteria index. A numerical sample is presented at the end of the article.


asphalt mixing plant (AMP); quality; concordance coefficient; criteria; expert; multi-attribute analysis; investment; hot mix asphalt (HMA)

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Abdelgawad, M.; Fayek, R. 2010. Risk Management in the Construction Industry Using Combined Fuzzy FMEA and Fuzzy AHP, Journal of Construction Engineering and Management 136(9): 1028–1036. doi:10.1061/(ASCE)CO.1943-7862.0000210

Ang, B. W.; Fwa, T. F.; Ng, T. T. 1993. Analysis of Process Energy Use Asphalt Mixing Plants, Energy 18(7): 769–777. doi:10.1016/0360-5442(93)90035-C

Aravind, A.; Das, A. 2007. Pavement Design with Central Plant Hot-Mix Recycled Asphalt Mixes, Construction and Building Materials 21(5): 928–936. doi:10.1016/j.conbuildmat.2006.05.004

Asi, I. M. 2007. Performance Evaluation of SUPERPAVE and Marshall Asphalt Mix Designs to Suite Jordan Climatic and Traffic Conditions, Construction and Building Materials 21(8): 1732–1740. doi:10.1016/j.conbuildmat.2006.05.036

Bražiūnas, J.; Sivilevičius, H. 2010. The Bitumen Batching System‘s Modernization and its Effective at the Asphalt Mixing Plant, Transport 25(3): 325–335. doi:10.3846/transport.2010.40

Brock, J. D.; Mize, E. G.; Swanson, M. L. 1995. Patent No 5378060 US, Combustion Chamber Having Reduced NOx Emissions, Astec Industrines, Inc. Date of Patent: Jan. 3, 1995. 11 p.

Brown, E. R.; Collins, R.; Brownfield, J. R. 1989. Investigation of Segregation of Asphalt Mixtures in The State of Georgia, Transportation Research Record 1217: 1–8.

Ceylan, H.; Schwartz, C. W.; Kim, S. Gapalakrishnan, K. 2009. Accuracy of Predictive Models for Dynamic Midulus of Hot-Mix Asphalt, Journal of Materials in Cilvil Engineering 21(6): 286–293. doi:10.1061/(ASCE)0899-1561(2009)21:6(286)

Chua, D. K. H.; Li, D. 2000. Key Factors in Bid Reasoning Model, Journal of Construction Engineering and Management 126(5): 349–357. doi:10.1061/(ASCE)0733-9364(2000)126:5(349)

Divinsky, M.; Nesichi, S.; Livneh, M. 2003. Optimal Quality Characteristic Evaluation for Asphalt Mixing Plants, Journal of Testing and Evaluation 31(1): 1–11.

Doh, Y. S.; Amirkhanian, S. N.; Kim, K. W. 2008. Analysis of Unbalanced Binder Oxidation Level in Recycled Asphalt Mixture Using GPC, Construction and Building Materials 22(6): 1253–1260. doi:10.1016/j.conbuildmat.2007.01.026

Dupont, V.; Pourkashanian, M.; Williams, A.; Woolley, R. 1993. The Reduction of Nox Formation in Natural Gas Burner Flames, Fuel 72(4): 497–503.

Farhan, J.; Fwa, T. F. 2009. Pavement Maintenance Prioritization Using Analytic Hierarchy Process, Transportation Research Record 2093: 12–24. doi:10.3141/2093-02

Haryanto, I.; Takahashi, O. 2007. Effect of Agregate Gradation on Workability of Hot Mix Asphalt Mixtures, The Baltic Journal of Road anf Bridge Engineering 2(1): 21–28.

Hobbs, A. 2009. Simulation of an Aggregate Dryer Using Coupled CFD and DEM methods, International Journal of Computational Fluid Dynamics 23(2): 199–207. doi:10.1080/10618560802680971

Kendall, M. G. 1970. Rank Correlation Methods. 4th edition. London: Griffin and Co. 365 p.

Kim, Y. R. 2009. Modeling of Asphalt Concrete. New York: Mc Graw Hill. 460 p.

Lee, S. J.; Amirkhanian, S. N.; Kim, K. W. 2009. Laboratory Evaluation of the Effects of Short-Term Oven Aging on Asphalt Binders in Asphalt Mixtures Using HP-GPS, Construction and Building Materials 23(9): 3087–3093. doi:10.1016/j.conbuildmat. 2009.03.012

Li, X.; Williams, C.; Marasteanu, M. O.; Clyne, T. R.; Johnson, E. 2009. Investigation of In-Place Asphalt Film Thickness and Performance of Hot-Mix Asphalt Mixtures, Journal of Materials in Civil Engineering 21(6): 262–270. doi:10.1061/(ASCE)0899-1561(2009)21:6(262)

Lin, C.-C.; Wang, W.-C.; Yu, W.-D. 2008. Improving AHP for Construction with an Adaptive AHP Approach (A3), Automation in Construction 17(2): 180–187. doi:10.1016/j.autcon.2007.03.004

Liu, Q.; Cao, D. 2009. Research on Material Composition and Performance of Porous Asphalt Pavement, Journal of Materials in Civil Engineering 21(4): 135–140. doi:10.1061/(ASCE)0899-1561(2009)21:4(135)

Mahmound, E.; Masad, E.; Nazarian, S. 2010. Discrete Element Analysis of the Influences of Agregate Properties and Internal Structure on Fracture in Asphalt Mixtures, Journal of Materials in Civil Engineering 22(1): 10–20. doi:10.1061/(ASCE)MT.1943-5533.0000005

Maskeliūnaitė, L.; Sivilevičius, H.; Podvezko, V. 2009. Research on the Quality of Passenger Transportation by Railway, Transport 24(2): 100–112. doi:10.3846/1648-4142.2009.24.100-112

Medineckienė, M.; Turskis, Z.; Zavadskas, E. K. 2010. Sustainable Construction Taking into Account the Building Impact on the Environment, Journal Environmental Engineering and Landscape Management 18(2): 118–127. doi:10.3846/jeelm.2010.14

Montgomery, D. C. 2009. Design and Analysis of Experiments. 7th edition. John Willey and Sons, Inc. 656 p.

Morkvėnas, R.; Bivainis, J.; Jaržemskis, A. 2008. Assessment Employee‘ s Knowledge Potential in Transport Sector, Transport 23(3): 258–265. doi:10.3846/1648-4142.2008.23.258-265

Mučinis, D.; Sivilevičius, H.; Oginskas, R. 2009. Factors Determining the Inhomogeneity of Reclaimed Asphalt Pavement and Estimation of its Components Content Variation Parameters, The Baltic Journal of Road and Bridge Engineering 4(2): 69–79. doi:10.3846/1822-427X.2009.4.69-79

Mukhopadhyay, A. 2009. Pulse-jet filtration: An effective way to control industrial pollution. Part I: Theory, selection and design of pulse-jet filter, Textile Progress 41(4): 195–315. doi:10.1080/00405160903437948

Pan, T.; Tutumluer, E.; Carpenter, S. H. 2005. Effect of Coarse Agregate Morphology on the Resilient Modulus of Hot-Mix Asphalt, Transportation Research Record 1929: 1–9. doi:10.3141/1929-01

Petkevičius, E.; Laurinavičius, A.; Petkevičius, R.; Babickas, R. 2009. Effect of Components Content on Properties of Hot Mix Asphalt Mixture and Concrete, The Baltic Journal of Road and Bridge Engineering 4(4): 161–167. doi:10.3846/1822-427X.2009.4.161-167

Petkevičius, K.; Sivilevičius, H. 2008. Necessary Measures For Ensuring the Quality of Hot Mix Asphalt in Lithuania, The Baltic Journal of Road and Bridge Engineering 3(1): 29–37. doi:10.3846/1822-427X.2008.3.29-37

Podvezko, V.; Mitkus, S.; Trinkūnienė, E. 2010. Complex Evaluation of Contracts for Construction, Journal of Civil Engineering and Management 16(2): 287–297. doi:10.3846/jcem.2010.33

Podvezko, V. 2009. Application of AHP Techique, Journal of Business Economics and Management 10(2): 181–189. doi:10.3846/1611-1699.2009.10.181-189

Podvezko, V. 2007. Determining the Level of Agreement of Expert Estimates, International Journal of Management and Decision Making 8(5–6): 586–600. doi:10.1504/IJMDM.2007.013420

Podvezko, V. 2005. Ekspertų įverčių suderinamumas [Agreement of Expert Estimates], Technological and Economic Development of Economy 9(2): 101–107.

Radziszewski, P. 2007. Modified Asphalt Mixtures Resistance to Permanent Deformations, Journal of Civil Engineering and Management 8(4): 307–315.

Roberts, F. L.; Kandhal, P. S.; Brown, E. R., Lee, D.-Y.; Kennedy, T. W. 1991. Hot Mix Asphalt Materials, Mixture Design and Construction. 1st edition. Lanham, Maryland.: NAPA Education Fundation. 490 p.

Saaty, T. L.; Vargas, L. G.; Dellmann, K. 2003. The Allocation of Intangible Resources: the Analytic Hierarchy Process and Linear Programming, Socio-Economic Planning Sciences 37(3): 169–184. doi:10.1016/S0038-0121(02)00039-3

Saaty, T. L. 1980. The Analytic Hierarchy Process. New York: St. Louis u. a. 127 p.

Sivilevičius, H.; Podvezko, V.; Vakrinienė, S. 2011. The Use of Constrained and Unconstrained Optimization Models in Gradation Design of Hot Mix Asphalt Mixture, Construction and Building Materials 25(1): 115–122. doi:10.1016/j.conbuildmat.2010.06.050

Sivilevičius, H.; Maskeliūnaitė, L. 2010. The Criteria for Identifying the Quality of Passengers‘ Transportation by Railway and Their Ranking Using AHP Method, Transport 25(4): 368–381. doi:10.3846/transport.2010.46

Sivilevičius, H; Šukevičius, Š. 2009. Manufacturing Technologies and Dynamics of Hot-Mix Asphalt Mixture Production, Journal of Civil Engineering and Management 15(2): 169–179. doi:10.3846/1392-3730.2009.15.169-179

Sivilevičius, H.; Vislavičius, K. 2008. Stochastic Simulation of the Influence of Variation of Mineral Material Grading and Dose Weight on the Homogeneity of Hot-Mix Asphalt, Construction and Building Materials 22(9): 2007–2014. doi:10.1016/j.conbuildmat.2007.07.001

Sivilevičius, H.; Zavadskas, E.; Turskis, Z. 2008. Quality Attributes and Complex Assessment Methodology of the Asphalt Mixing Plant, The Baltic Journal of Road and Bridge Engineering 3(3): 161–166. doi:10.3846/1822-427X.2008.3.161-166

Sivilevičius, H. 2003. The Quality Improvement System of Asphalt Concrete Mixture Production Technological Process: Summary of the Research Report Presented of Habilitation. Vilnius: Technika. 37 p.

Stroup-Gardiner, M.; Brown, E. R. 2000. Segregation In Hot Mix Asphalt Pavements. National Cooperative Highway Research Program (NCHRP). Report 441. Transportation Research Board, National Research Council, Washington, D. C.: National Academy Press. 95 p.

Turskis, Z.; Zavadskas, E. K. 2010. A New Fuzzy Additive Ratio Assessment Method (ARAS–F) Case Study: the Analysis of Fuzzy Multiple Criteria in Order to Select the Logistic Centers location, Transport 25(4): 423–432. doi:10.3846/transport.2010.52

Zavadskas, E. K.; Turskis, Z.; Tamošaitienė, J. 2010. Risk Assessment of Construction Projects, Journal of Civil Engineering and Management 16(1): 33–46. doi:10.3846/jcem.2010.03

Zavadskas, E. K.; Turskis, Z.; Ustinovičius, L.; Ševčenko, G. 2010. Attributes Weights Determining Peculiarities in Multiple Attribute Decision Making Methods, Inzinerine Ekonomika – Engineering Economics 21(1): 32–43.

Zavadskas, E. K; Kaklauskas, A.; Turskis, Z.; Tamošaitienė, J. 2008. Selection of the Effective Dwelling House Walls by Applying Attributes Values Determined at Intervals, Journal of Civil Engineering and Management 14(2): 85–93. doi:10.3846/1392-3730. 2008.14.3

Widyatmoko, I. 2008. Mechanistic-Empirical Mixture Design for Hot Mix Asphalt Pavement Recycling, Construction and Building Materials 22(2): 77–87. doi:10.1016/j.conbuildmat.2006.05.041

Айвазян, С. А.; Мхитарян, В. С. 2001. Теория вероятностей и прикладная статистика. Том 1 [Aivazian, S. A.; Mchitarian, V. S. Probability Theory and Apllied Statistics. Vol 1]. Москва: Юнити. 656 с.

Порадек, С. В. 2001. Пылеулавливающее оборудование для асфальтобетонных заводов [Poradek, S. V. Once More on the Dust Collestors for Asphalt Concrete Plants], Наука и техника в дорожной отрасли [Science and Technique in Road Sphere]: 19–20.

Завадскас, Э.-К. 1987. Комплексная оценка и выбор ресурсосберегающих решений в строительстве [Zavadskas, E. K. Complex Estimation and Choise of Resource Saving Decisions in Construction]. Вильнюс: Мокслас. 212 с.

DOI: 10.3846/bjrbe.2011.07


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