Recent developments in application of artificial intelligence in petroleum engineering

JPT, Journal of Petroleum Technology

Volumn 57, Issue 4, 2005, Pages 86-91

  Mohaghegh, Shahab D ^a,b  

^a WEST VIRGINIA UNIVERSITY   (United States)

^b Intelligent Solutions Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; FUZZY SETS; GENETIC ALGORITHMS; NEURAL NETWORKS; PETROLEUM INDUSTRY;

INTEGRATED INTELLIGENT SYSTEMS; INTELLIGENT OIL FIELDS; SMART WELLS;

PETROLEUM ENGINEERING;

EID: 17644397396     PISSN: 01492136     EISSN: None     Source Type: Journal    
DOI: 10.2118/89033-JPT     Document Type: Article

References (17)

1. Mohaghegh, S.D.: "Virtual Intelligence Applications in Petroleum Engineering: Part 1-Artificial Neural Networks," paper SPE 58046, JPT (September 2000) 64.
2. Mohaghegh, S.D.: "Virtual Intelligence Applications in Petroleum Engineering: Part 2-Evolutionary Computing," paper SPE 61925, JPT (October 2000) 40.
3. Mohaghegh, S.D.: "Virtual Intelligence Applications in Petroleum Engineering: Part 3-Fuzzy Logic," paper 62415, JPT (November 2000) 82.
4. Al-Fattah S.M. and Startzman R.A.: "Predicting Natural-Gas Production Using Artificial Neural Network," paper SPE 68593 presented at the 2001 SPE Hydrocarbon Economics and Evaluation Symposium, Dallas, 2-3 April.
5. Garcia, A. and Mohaghegh, S.D.: "Forecasting U.S. Natural Gas Production Into Year 2020: A Comparative Study," paper SPE 91413 presented at the 2004 SPE Eastern Regional Conference and Exhibition, Charleston, West Virginia, 15-17 September.
6. Fletcher, A. and Davis, J.P.: "Decision Making With Incomplete Evidence," paper SPE 77914 presented at the 2002 SPE Asia Pacific Oil and Gas Conference, Melbourne, Australia, 8-10 October.
7. Balch, R.S., et al.: "Regional Data Analysis To Better Predict Drilling Success: Brushy Canyon Formation, Delaware Basin, New Mexico," paper SPE 75145 presented at the 2002 SPE/DOE Improved Oil Recovery Symposium, Tulsa, 13-17 April.
8. Mohaghegh, S., Richardson, M., and Ameri, S.: "Virtual Magnetic Resonance Imaging Logs: Generation of Synthetic MRI Logs From Conventional Well Logs," paper SPE 51075 presented at the 1998 SPE Eastern Regional Conference and Exhibition, Pittsburgh, Pennsylvania, 9-11 November.
9. Bhushan, V. and Hopkinson, S.C.: "A Novel Approach To Identify Reservoir Analogues," paper SPE 78338 presented at the 2002 SPE European Petroleum Conference, Aberdeen, 29-31 October.
10. Mohaghegh, S.D. et al.: "Reservoir Characterization Through Synthetic Logs," paper SPE 65675 presented at the 2000 SPE Eastern Regional Conference and Exhibition, Morgantown, West Virginia, 17-19 October.
11. Finol, J., Romero, C., and Romero, P.: "An Intelligent Identification Method of Fuzzy Models and Its Applications to Inversion of NMR Logging Data," paper SPE 77605 presented at the 2002 SPE Annual Technical Conference and Exhibition, San Antonio, Texas, 29 September-2 October.
12. Weiss, W.W., Balch, R.S., and Stubbs, B.A.: "How Artificial Intelligence Methods Can Forecast Oil Production," paper SPE 75143 presented at the 2002 SPE/DOE Improved Oil Recovery Symposium, Tulsa, 13-17 April.
13. Alimonti, C. and Falcone, G.: "Knowledge Discovery in Databases and Multiphase-Flow Metering: The Integration of Statistics, Data Mining, Neural Networks, Fuzzy Logic, and Ad Hoc Flow Measurements Toward Well Monitoring and Diagnosis," paper SPE 77407 presented at the 2002 SPE Annual Technical Conference and Exhibition, San Antonio, 29 September-2 October.
14. Mohaghegh, S.D. et al.: "Performance Drivers in Restimulation of Gas-Storage Wells," paper SPE 74715, SPEREE (December 2001) 536.
15. Mohaghegh, S.D. et al.: "Intelligent Systems Application in Candidate Selection and Treatment of Gas Storage Wells," J. of Petroleum Science and Engineering, 2001, 31, No. 2-4, 125.
16. Mohaghegh, S.D., Hutchins, L., and Sisk, C.: "Prudhoe Bay Oil-Production Optimization: Using Virtual-Intelligence Techniques - Stage One: Neural Model Building," paper SPE 77659 presented at the 2002 SPE Annual Technical Conference and Exhibition, San Antonio, Texas, 29 September-2 October.
17. Mohaghegh, S.D. et al.: "Reducing the Cost of Field-Scale Log Analysis Using Virtual Intelligence Techniques," paper SPE 57454 presented at the 1999 SPE Eastern Regional Conference and Exhibition, Charleston, West Virginia, 21-22 October.