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Energy Sources, Part A: Recovery, Utilization, and Environmental Effects Volume 33, 2011 - Issue 18
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Original Articles

Optimal Well Placement Based on Artificial Neural Network Incorporating the Productivity Potential

B. H. Min Department of Energy Systems Engineering, College of Engineering, Seoul National University, Seoul Korea
,
C. Park Department of Energy Resources Engineering, Kangwon National University, Chuncheon, Kangwondo, Korea
,
J. M. Kang Department of Energy Systems Engineering, College of Engineering, Seoul National University, Seoul Korea
,
H. J. Park Harvest Operations Corp., Calgary, Alberta, Canada
&
I. S. Jang E&P Technology Institute, Korea National Oil Corporation, Anyang, Korea
Pages 1726-1738 | Received 22 Oct 2009, Accepted 06 Nov 2009, Published online: 14 Jul 2011

References

  • Centilmen , A. , Ertekin , T. and Grader , A. S. Applications of neural networks in multiwell field development . 1999 SPE Annual Technical Conference and Exhibition . October 3–6 , Houston, Texas. SPE Paper (56433)
  • Da-Cruz , P. S. , Horne , R. N. and Deutsch , C. V. The quality map: A tool for reservoir uncertainty quantification and decision making . 1999 SPE Annual Technical Conference and Exhibition . October 3–6 , Houston, Texas. SPE Paper (56578)
  • Doraisamy , H. , Ertekin , T. and Grader , A. S. 2000 . Field development studies by neuro-simulation: An effective coupling of soft and hard computing protocols . Comput. & Geosci. , 26 : 963 – 973 .
  • Guerra , N. Y. and Narayanasamy , R. Well location selection from multiple realization of a geomodel using productivity potential maps: A heuristic technique . 1st International Oil Conference and Exhibition . August 31–September 2 , Cancun, Mexico. SPE Paper (102903)
  • He , Z. , Yang , L. , Yen , J. and Wu , C. Neural-network approach to predict well performance using available field data . 2001 SPE Western Regional Meeting . March 26–30 , Bakersfield, California. SPE Paper (68801)
  • Johnson , V. M. and Rogers , L. L. 2001 . Applying soft computing methods to improve the computational tractability of a subsurface simulation-optimization problem . J. Petrol. Sci. & Engineer. , 29 : 153 – 175 .
  • Kharghoria , A. , Cakici , M. , Narayanasamy , R. , Kalita , R. , Sinha , S. and Jalali , Y. Productivity-based method for selection of reservoir drilling target and steering strategy . 2003 SPE/IADC Middle East Drilling Technology Conference and Exhibition . October 20–22 , Abu Dhabi, UAE. SPE Paper (85341)
  • Narayanasamy , R. , Davied , D. R. and Somerville , J. M. Well location selection from a static model and multiple realizations of a geomodel using productivity-potential map technique . 2006 SPE EUROPEC/EAGE Annual Conference and Exhibition . June 12–15 , Vienna, Austria. SPE Paper (99877)

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