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Original Articles

Gene expression programming-based viscosity-mixing rule for asphalt blends

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References

  • Alkroosh, I., and H. Nikraz. 2011. Correlation of pile axial capacity and CPT data using gene expression programming. Geotechnical and Geological Engineering 29:725–48.
  • Anjan Kumar, S., J. Murali Krishnan, and A. Veeraragavan. 2008. Steady shear properties of a class of aged bitumens. 4th International Gulf Conference on Roads (IGCR), Doha, Qatar, 041, 441–51.
  • Arrhenius, S. A. 1887. Ueber die dissociation der in wasser gelösten stoffe. Journal de Physique Théorique et Appliquée 7:178–84.
  • Baghban, A., P. Abbasi, and P. Rostami. 2016. Modeling of viscosity for mixtures of Athabasca bitumen and heavy n-alkane with LSSVM algorithm. Petroleum Science and Technology 34:1698–704.
  • Barati-Harooni, A., and A. Najafi-Marghmaleki. 2017. Implementing a PSO-ANFIS model for prediction of viscosity of mixed oils. Petroleum Science and Technology 35:155–62.
  • Bingham, E. C. 1913. The viscosity of binary mixtures. Journal of Physical Chemistry 18:157–65.
  • Bressi, S., A. G. Dumont, A. Carter, and N. Bueche. 2015. A multiple regression model for developing a RAP binder blending chart for stiffness prediction. 6th International Conference Bituminous Mixtures and Pavements. Thessaloniki, Greece, 775–83.
  • Centeno, G., G. Sánchez-Reyna, J. Ancheyta, J. A. Muñoz, and N. Cardona. 2011. Testing various mixing rules for calculation of viscosity of petroleum blends. Fuel 90:3561–70.
  • Centeno, G., G. Sánchez-Reyna, and J. Ancheyta. 2015. Calculating the viscosity of crude oil blends by binary interaction parameters using literature data. Petroleum Science and Technology 33:893–900.
  • Cragoe, C. S. 1933. Changes in the viscosity of liquids with temperature, pressure and composition. Proceedings of World Petroleum Congress, London, 2, 529–41.
  • Ferreira, C.. 2001. Gene expression programming: A new adaptive algorithm for solving problems. Complex Systems 13:87–129.
  • Gao, Y., and K. Li. 2012. New models for calculating the viscosity of mixed oil. Fuel 95:431–7.
  • Kendall, J., and K. P. Monroe. 1917. The viscosity of liquids. II. The viscosity-composition curve for ideal liquid mixtures. 1. Journal of the American Chemical Society 39:1787–802.
  • Liu, J., K. Yan, L. You, P. Liu, and K. Yan. 2016. Prediction models of mixtures’ dynamic modulus using gene expression programming. International Journal of Pavement Engineering 1–10. https://doi.org/10.1080/10298436.2016.1138113 (Article in press)
  • Marini, F., A. L. Magri, R. Bucci, and A. D. Magri. 2007. Use of different artificial neural networks to resolve binary blends of monocultivar Italian olive oils. Analytica Chimica Acta 599:232–40.
  • McNally, T. 2011. Polymer modified bitumen: Properties and characterisation. Cambridge, UK: Woodhead Publishing Limited, Elsevier.
  • Mehrotra, A. K. 1990. Modeling the effects of temperature, pressure, and composition on the viscosity of crude oil mixtures. Industrial and Engineering Chemistry Research 29:1574–8.
  • Miadonye, Latour, N., and V. R. Puttagunta. 2000. A correlation for viscosity and solvent mass fraction of bitumen-diluent mixtures. Petroleum Science and Technology 18:1–14.
  • Mousavi, S. M., P. Aminian, A. H. Gandomi, A. H. Alavi, and H. Bolandi. 2012. A new predictive model for compressive strength of HPC using gene expression programming. Advances in Engineering Software 45:105–14.
  • Sánchez-Minero, F., G. Sánchez-Reyna, J. Ancheyta, and G. Marroquin. 2014. Comparison of correlations based on API gravity for predicting viscosity of crude oils. Fuel 138:193–9.
  • Walther, C. 1931. The evaluation of viscosity data. Erdöl und Teer 7:382.
  • Yu, Y., and K. Li. 2013. A method for calculating the temperature profile in heavy oil wells with the injection of light oil diluents. Petroleum Science and Technology 31:2569–76.

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