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Petroleum Science and Technology Volume 30, 2012 - Issue 16
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Original Articles

Two-phase Inflow Performance Relationship Prediction Using Two Artificial Intelligence Techniques: Multi-layer Perceptron Versus Genetic Programming

A. Sajedian National Iranian South Oil Company, Ahvaz, Khuzestan, Iran
,
M. Ebrahimi ACECR-Production Technology Research Institute, Ahvaz, Khuzestan, Iran
&
M. Jamialahmadi Petroleum University of Technology, Ahvaz, Khuzestan, Iran
Pages 1725-1736 | Received 10 Jun 2010, Accepted 12 Jul 2010, Published online: 02 Jul 2012

References

  • Ahmed , T. 2001 . Reservoir engineering handbook New York : Gulf Professional Press. .
  • Alrumah , M. 2003 . Neural Networks predict well inflow performance , Msc. Thesis College Station , TX : Texas A&M University. .
  • Bendakhlia , H. and Aziz , K. IPR for solution-gas drive horizontal wells . SPE 64th Annual Meeting . October 8–11 , San Antonio , TX . SPE 19823
  • Brown , K. E. 1984 . Technology of artificial lift methods Tulsa , OK : Penn Well. .
  • Camacho , R. G. and Raghavan , R. 1987 . Inflow performance relationship for solution gas drive reservoirs . J. Pet. Technol. , 41 : 541 – 550 .
  • Cao , H. , Yu , J. , Kang , L. and Chen , Y. 1999 . The kinetic evolutionary modelling of complex systems of chemical reactions . Comput. Chem. (Oxford) , 23 : 143 – 151 .
  • Fetkovich , M. J. The isochronal testing of oil wells . SPE 48th Fall Meeting . September 30–October 3 , Las Vegas , Nevada . SPE 4529
  • Gue , B. G. , Lyones , W. C. and Ghalambor , A. 2007 . Petroleum production engineering New York : Elsevier. .
  • Klins , M. A. and Majcher , M. W. 1992 . Inflow performance relationship for damaged or improved wells producing under solution-gas drive . J. Pet. Technol. , 44 : 1357 – 1363 .
  • Koza , J. R. 1992 . Genetic programming: On the programming of computers by means of natural evolution Cambridge , MA : MIT Press. .
  • McKay , B. , Willis , M. and Barton , G. 1997 . Steady-state modelling of chemical process systems using genetic programming . Comput. Chem. (Oxford) , 21 : 981 – 996 .
  • Reeves , C. R. 1997 . Genetic algorithm for the operations research . INFORMS J. Comput. , 9 : 231 – 250 .
  • Retnanto , A. and Economides , M. J. Inflow performance relationships for solution-gas drive horizontal wells . SPE European Petroleum Conference . The Hague , the Netherlands. Paper SPE 50659
  • Sakamoto , E. and Iba , H. Inferring a system of differential equations for a gene regulatory network by using genetic programming . Proceedings of the Congress on Evolutionary Computation CEC . pp. 720 – 726 .
  • Shokir El , E. M.-M. , Emera , M. K. , Eid , S. M. and Abd Wally , A. A. W. 2004 . A new optimization model for 3-D well design . Oil Gas Sci. Technol. , 59 : 255 – 266 .
  • Standing , M. B. 1970 . Inflow performance relationship for damaged wells producing by solution gas drive . J. Pet. Technol. , 22 : 1399 – 1400 .
  • Standing , M. B. 1971 . Concerning the calculation of inflow performance of wells producing solution-gas drive reservoirs . J. Pet. Technol. , 23 : 1141 – 1142 .
  • Vogel , J. V. 1968 . Inflow performance relationship for solution gas drive wells . J. Pet. Technol. , 20 : 83 – 92 .

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