Prediction of sulfur solubility in supercritical sour gases using grey wolf optimizer-based support vector machine

作者: Xiao-Qiang Bian , Lu Zhang , Zhi-Min Du , Jing Chen , Jian-Ye Zhang

DOI: 10.1016/J.MOLLIQ.2018.04.070

关键词:

摘要: … In this work, a GWO-based support vector machine (GWO-SVM) was proposed to prediction of the sulfur solubility in supercritical sour gases. The input parameters of the proposed GWO…

参考文章(44)
Colin R. Goodall, 13 Computation using the QR decomposition Handbook of Statistics. ,vol. 9, pp. 467- 508 ,(1993) , 10.1016/S0169-7161(05)80137-3
M. Birattari, T. Stutzle, M. Dorigo, Ant Colony Optimization ,(2004)
E. Brunner, M.C. Place, W.H. Woll, Sulfur Solubility in Sour Gas Journal of Petroleum Technology. ,vol. 40, pp. 1587- 1592 ,(1988) , 10.2118/14264-PA
Yoshinori Adachi, Benjamin C.-Y. Lu, Supercritical fluid extraction with carbon dioxide and ethylene Fluid Phase Equilibria. ,vol. 14, pp. 147- 156 ,(1983) , 10.1016/0378-3812(83)80120-4
Yiyo Kuo, Taho Yang, Guan-Wei Huang, The use of grey relational analysis in solving multiple attribute decision-making problems Computers & Industrial Engineering. ,vol. 55, pp. 80- 93 ,(2008) , 10.1016/J.CIE.2007.12.002
Robert A. Heidemann, Aaron V. Phoenix, Kunal Karan, Leo A. Behie, A Chemical Equilibrium Equation of State Model for Elemental Sulfur and Sulfur-Containing Fluids Industrial & Engineering Chemistry Research. ,vol. 40, pp. 2160- 2167 ,(2001) , 10.1021/IE000828U
Jack G. Roof, Solubility of Sulfur in Hydrogen Sulfide and in Carbon Disulfide at Elevated Temperature and Pressure Society of Petroleum Engineers Journal. ,vol. 11, pp. 272- 276 ,(1971) , 10.2118/3264-PA
Amir H. Mohammadi, Dominique Richon, Estimating Sulfur Content of Hydrogen Sulfide at Elevated Temperatures and Pressures Using an Artificial Neural Network Algorithm Industrial & Engineering Chemistry Research. ,vol. 47, pp. 8499- 8504 ,(2008) , 10.1021/IE8004463
Janette Méndez-Santiago, Amyn S Teja, The solubility of solids in supercritical fluids Fluid Phase Equilibria. ,vol. 158, pp. 501- 510 ,(1999) , 10.1016/S0378-3812(99)00154-5