Predictive data mining techniques for production optimization

Proceedings - SPE Annual Technical Conference and Exhibition

Volumn , Issue , 2004, Pages 2393-2398

  Zangl, G ^a   Oberwinkler, C P ^a  

^a SCHLUMBERGER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLAY; DATA ACQUISITION; HYDROCARBONS; MATHEMATICAL MODELS; OPTIMIZATION; PETROLEUM RESERVOIRS;

GAS RESERVOIR; KNOWLEDGE DISCOVERY; PRODUCTION OPTIMIZATION; QUALITY CONTROL TOOL;

DATA MINING;

EID: 22044456703     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2118/90372-ms     Document Type: Conference Paper

References (16)

1. Zangl, G. and Hannerer J.:"Data Mining - Applications in the Petroleum Industry",_Round Oak Publishing, Houston, TX (2003), ISBN 0-9677248-1-3.
2. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy, "Advances in Knowledge Discovery and Data Mining," AAAI Press, Menlo Park, California, 1996
3. Dorian Pyle, "Data Preparation for Data Mining," Morgan Kaufmann Publishers, San Francisco, California, 1999
4. Witten, I.H., Frank,E., "Data Mining," Morgan Kaufmann Publishers, San Francisco, California, 1999
5. Westphal, C., Blaxton, T., "Data Mining Solutions Methods and Tools for Solving Real-World Problems," John Wiley & Sons Inc., New York, 1998
6. Ruby L. Kennedy, Yuchun Lee, Benjamin Van Roy, Christopher D. Reed, Dr. Richard P. Lippmann, "Solving Data Mining Problems through Pattern Recognition," Prentice Hall PTR, New Jersey, 1998
7. Dan W. Patterson, "Artificial Neural Networks, Theory and Applications," Prentice Hall, Singapore, 1996
8. Sharkey, A.J.C., "Combining Artificial Neural Nets," Springer Verlag London Limited, 1999
9. Rao, V.B., Rao, H.V., "Neural Networks & Fuzzy Logic," MISrPress, New York, 1995
10. Fausett, L., "Fundamentals of Neural Networks," Prentice Hall PTR, New Jersey, 1994
11. Jang, J.-S.R., Sun, C.-T., Mizutani, E., "Neuro-Fuzzy and Soft Computing," Prentice Hall PTR, New Jersey, 1997
12. Tsoukalas, L.H., Uhrig, R.E., "Fuzzy and Neural Approaches in Engineering," John Wiley & Sons Inc., New York, 1997
13. Kohonen,T., "Self Organizing Maps," Springer, Heidelberg; 1997
14. Stundner,M., Al-Thuwaini, J.S.:" How Data-Driven Modeling Methods like Neural Networks can help to integrate different Types of Data into Reservoir Management", paper SPE 68163 presented at the 2001 SPE Middle East Oil Show held in Bahrain, 17-20 March 2001
15. De Jonge, Gert J., Stundner, M.:" How Routine Reservoir Surveillance with Neural Networks and Simplified Reservoir Models can Convert Data into Information", paper SPE 78334, presented at the SPE 13th European Petroleum Conference held in Aberdeen, Scotland, U.K., 29-31 October 2002
16. De Jonge,Gert J., Stundner, M., Zangl, G.:" Automated Reservoir Surveillance through Data Mining Software", paper SPE 83974, presented at the Offshore Europe 2003 held in Aberdeen, UK, 2-5 September 2003