249
Views
28
CrossRef citations to date
0
Altmetric
Original Articles

The Application of Artificial Neural Networks for the Prediction of Oil Production Flow Rate

&
Pages 1834-1843 | Received 06 Apr 2010, Accepted 07 May 2010, Published online: 03 Aug 2012

References

  • Achong , L. B. 1961 . Revised bean and performance formula for Lake Maracaibo wells Houston , TX : Shell Oil Co. . Shell Internal Report
  • Al-Towalib , A. L. and Al-Marhoun , M. A. 1994 . A new correlation for two-phase flow through chokes . J. Canad. Petrol. Tech. , 33 : 40 – 43 .
  • Anderson , J. A. and Rosenfeld , E. 1989 . Neurocomputing: Foundations of Research 729 Cambridge , MA : MIT Press. .
  • Baxendell , P. B. 1957 . Bean performance-lake wells Houston , TX : Shell Oil Co. . Shell Internal Report
  • Bhatt , A. 2002 . Reservoir properties from well logs using neural networks , Ph.D. Dissertation 173 Trondheim , , Norway : Norwegian University of Science and Technology. .
  • Brill , J. P. and Beggs , H. D. 1991 . Two-Phase Flow through Pipes, , Sixth Ed. Tulsa , OK : University of Tulsa. .
  • Gilbert , W. E. 1954 . Flowing and gas-lift well performance . API Drill. Produc. Prac. , 20 : 126 – 157 .
  • Hagan , M. T. , Demuth , H. B. and Beale , M. 1997 . Neural Network Design 734 Boston : PWS Publishing Company. .
  • Juniardi , I. J. and Ershaghi , I. Complexities of using neural networks in well test analysis of faulted reservoir . Proceedings SPE Western Regional Meeting . May 26–28 , Anchorage , Alaska . Paper No. 26106
  • Kim , J. K. and Park , H. W. 1999 . Statistical textural features for detection of microcalcifications in digitized mammograms . IEEE Trans. Med. Imag. , 18 : 231 – 238 .
  • McCulloch , W. and Pitts , W. 1943 . A logical calculus of the ideas immanent in nervous activity . Bull. Math. Biophys. , 5 : 115 – 133 .
  • Mirzaei-Paiaman , A. A new empirical correlation for sonic simultaneous flow of oil and gas through wellhead chokes for Persian oil fields . J. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects , (in press)
  • Mohaghegh , S. and Ameri , S. 1995 . Artificial neural network as a valuable tool for petroleum engineers Available at: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.112.4627&rep1&type-pdfSPE Paper 29220
  • Ramgulam , A. , Ertekin , T. and Flemings , P. B. Utilization of artificial neural networks in the optimization of history matching . Proceedings of the SPE Latin American & Caribbean Petroleum Engineering Conference . April 15–18 , Buenos Aires , Argentina. Paper No. 107468
  • Ros , N. C. J. 1960 . An analysis of critical simultaneous gas/liquid flow through a restriction and its application to flow metering . J. Appl. Sci. Res. , A9 : 374 – 389 .
  • Rumelhart , D. E. and McClelland , J. L. 1986 . Parallel Distributed Processing: Explorations in the Microstructure of Cognition Vol. 1 , 547 Cambridge , MA : MIT Press. .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.