Predicting unconventional well logs from conventional logs using neural networks

In Situ

Volumn 21, Issue 2, 1997, Pages 145-159

  Chawathe A ^a   Ouenes, A ^a   Weiss, W ^a   Fant, R ^b  

^a NEW MEXICO INSTITUTE OF MINING AND TECHNOLOGY   (United States)

^b Yates Petroleum Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARBONATES; FUZZY SETS; LEARNING SYSTEMS; NATURAL GAS WELLS; NEURAL NETWORKS; PARAMETER ESTIMATION; PETROLEUM RESERVOIRS; POROSITY;

CARBONATE RESERVOIR; CONVENTIONAL LOGS; FORMATION MICRO IMAGER LOG;

NATURAL GAS WELL LOGGING;

EID: 0031141426     PISSN: 01462520     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Bourke, L. et al: "Using Formation MicroScanner Images," Treatise on Petroleum Geology Reprint Series, 16, 610 (1990).
2. Crary, S. et al.: "Fracture Detection with Logs," Treatise on Petroleum Geology Reprint Series, 17, 444 (1990).
3. nd Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, 283-298, Dallas, TX (1987).
4. th Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, 653-664, Dallas, TX (1991).
5. th Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, 985-994, Dallas, TX (1991).
6. Log Interpretation Principles/Applications, Schlumberger Educational Services (1989).
7. rd International Symposium on Borehole Geophysics for Minerals, Geotechnical and Groundwater Applications, U. of Las Vegas, NV (1989).
8. th Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, San Antonio, TX (1989).
9. Chawathé, A.: "The Application of Kohonen Type Self Organizing Algorithm to Formation Evaluation," presented at the Eastern Regional Conference and Exhibition of the Society of Petroleum Engineers, 213-223, Charleston, WV (1994).
10. Rumelhart, D. E. and McClelland, J. L.: Parallel Distributed Processing, Volume 1: Foundations, MIT Press, Cambridge, MA (1986).
11. Moller, M. F.: "A Scaled Conjugate Gradient Method Algorithm for Fast Supervised Learning," Neural Networks, 6, 525-533 (1993).