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Original Articles

Applying ANFIS-PSO algorithm as a novel accurate approach for prediction of gas density

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References

  • AlQuraishi, A. A., and M. A. Jumma. 2009. Determination of gas viscosity and density using genetic programing. In Offshore Mediterranean Conference and Exhibition, Offshore Mediterranean Conference, Ravenna, Italy.
  • AlQuraishi, A. A., and E. M. Shokir. 2011. Artificial neural networks modeling for hydrocarbon gas viscosity and density estimation. Journal of King Saud University-Engineering Sciences 23:123–29.
  • Atilhan, M., S. Aparicio, F. Karadas, K. R. Hall, and R. Alcalde. 2012. Isothermal PρT measurements on Qatar's North Field type synthetic natural gas mixtures using a vibrating-tube densimeter. The Journal of Chemical Thermodynamics 53:1–8.
  • Azizi, N., R. Behbahani, and M. A. Isazadeh. 2010. An efficient correlation for calculating compressibility factor of natural gases. Journal of Natural Gas Chemistry 19:642–45.
  • Baghban, A., M. Bahadori, Z. Ahmad, T. Kashiwao, and A. Bahadori. 2016. Modeling of true vapor pressure of petroleum products using ANFIS algorithm. Petroleum Science and Technology 34:933–39.
  • Baghban, A., H. Rajabi, and N. Jamshidi. 2017. ANFIS modeling of carbon dioxide capture from gas stream emissions in the petrochemical production units. Petroleum Science and Technology 35:625–31.
  • Baghban, A., J. Sasanipour, and A. M. Goodarzi. 2017. Evolving ANFIS model to estimate sweet natural gas water content. Petroleum Science and Technology 35:1807–13.
  • Beggs, D. H., and J. P. Brill. 1973. A study of two-phase flow in inclined pipes. Journal of Petroleum technology 25:607–17.
  • Cengel, Y. A., and M. A. Boles. 2002. Thermodynamics: an engineering approach. Sea 1000:8862.
  • Choubineh, A., E. Khalafi, R. Kharrat, A. Bahreini, and A. H. Hosseini. 2017. Forecasting gas density using artificial intelligence. Petroleum Science and Technology 35:903–9.
  • Danesh, A. 1998. PVT and phase behaviour of petroleum reservoir fluids. Amsterdam, The Netherlands: Elsevier.
  • Eghtedaei, R., M. Abdi-khanghah, B. S. A. Najjar, and A. Baghban. 2017. PSO-ANFIS modeling of viscosity for mixtures of Athabasca bitumen and a high-boiling n-alkane. Petroleum Science and Technology 35:1614–20.
  • El-M Shokir, E. M. 2008. Novel density and viscosity correlations for gases and gas mixtures containing hydrocarbon and non-hydrocarbon components. Journal of Canadian Petroleum Technology 47:45–54.
  • Esfahani, S., S. Baselizadeh, and A. Hemmati-Sarapardeh. 2015. On determination of natural gas density: least square support vector machine modeling approach. Journal of Natural Gas Science and Engineering 22:348–58.
  • Haratipour, P., A. Baghban, A. H. Mohammadi, S. H. H. Nazhad, and A. Bahadori. 2017. On the estimation of viscosities and densities of CO2-loaded MDEA, MDEA+ AMP, MDEA+ DIPA, MDEA+ MEA, and MDEA+ DEA aqueous solutions. Journal of Molecular Liquids 242:146–59.
  • Jang, J. -S. R. 1993. ANFIS: adaptive-network-based fuzzy inference system. IEEE transactions on systems, man, and cybernetics 23:665–85.
  • Standing, M. B., and D. L. Katz. 1942. Density of natural gases. Transactions of the AIME 146:140–49.
  • Sutton, R. P. 2007. Fundamental PVT calculations for associated and gas/condensate natural-gas systems. SPE Reservoir Evaluation & Engineering 10:270–84.
  • ZareNezhad, B., and R. Khorramirad. 2016. Accurate prediction of maximum hydrogen sulfide absorption capacity in sour gas prewash units of natural gas treating plants. Petroleum Science and Technology 34:280–86.

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