Hybrid simulation using neural networks to predict drilling hydraulics in real time

Proceedings - SPE Annual Technical Conference and Exhibition

Volumn 7, Issue , 2006, Pages 4454-4461

  Fruhwirth, R K ^a   Thonhauser, G ^a   Mathis, W ^a  

^a SPE   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA ACQUISITION; DECISION SUPPORT SYSTEMS; HYDRAULICS; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARALLEL ALGORITHMS; REAL TIME SYSTEMS;

DRILLING CONDITIONS; NETWORK TRAINING; STOPPING CRITERIONS;

WELL DRILLING;

EID: 33750998509     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2523/103217-ms     Document Type: Conference Paper

References (8)

1. Fruhwirth, R.K., Maier, G., "Neural Modelling of Core Permeability Data", 68th Conference and Technical Exhibition, June 12-15, 2005, Madrid, Spain
2. Fruhwirth, R.K., Steinlechner S.P., "Neural Modelling of Shear Wave Sonic Logs ", 67th Conference and Technical Exhibition, June 13-16, 2005, Madrid, Spain
3. Fruhwirth, R.K., Steinlechner S.P., "A Systematic Approach to the Optimal Design of Feed Forward Neural Networks Applied to Log-Synthesis", 66th Conference and Technical Exhibition, June 7-10, 2004, Paris, France
4. Fruhwirth R.K., Müller R.E., Schmöller R., "Resampling in frequency domain, a method for interpolation of time series", 5th Intl.Conf.Gr.Pen.Radar, June 12-16, 1994, Kitchener, Ontario, Canada
5. Hampson, D., Todorov, T., "AVO lithology prediction using multiple seismic attributes", 69th Ann. Intern. Mtg., SEG, Expanded Abstracts, p.756-759.
6. Thonhauser, G., "Using Real-Time Data for Automated Drilling Performance Analysis ", OIL GAS European Magazine, Edition 4, 2004, pages 170-173
7. Pilehvari, A. et al.: "Generalized Hydraulic Calculation Method Using Rational Polynomial Model", SPE 71403 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, U.S.A., September 2001
8. Singhal, N. et al.: "Friction Pressure Correlations for Newtonian andNon-Newtonian Fluids in Concentric Annuli", SPE 94280 presented at theSPE Production and Operations Symposium, Oklahoma City, U.S.A., April 2005