Simple zonation and principal component analysis for speeding up porosity and permeability estimation from 4D seismic and production data

71st European Association of Geoscientists and Engineers Conference and Exhibition 2009: Balancing Global Resources. Incorporating SPE EUROPEC 2009

Volumn 3, Issue , 2009, Pages 1575-1580

  Dadashpour, M ^a   Ciaurri, D Echeverría ^b   Mukerji, T ^b   Kleppe, J ^a   Landro M ^a  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CAPILLARITY; ENGINEERING EXHIBITIONS; FINANCIAL DATA PROCESSING; MATHEMATICAL TRANSFORMATIONS; OPTIMIZATION; PARAMETER ESTIMATION; POROSITY; SEISMOLOGY;

4D SEISMIC; AMPLITUDE VERSUS OFFSET; BOUND CONSTRAINTS; DISTRIBUTED COMPUTING; DISTRIBUTED COMPUTING ENVIRONMENT; GAUSS-NEWTON; GRADIENT INFORMATIONS; LEAST SQUARE; PARAMETER SPACE REDUCTION; PERMEABILITY ESTIMATION; PRODUCTION DATA; SEISMIC DATAS; SOLUTION SPACE; SPATIAL CONSTRAINTS; SPATIAL DISTRIBUTION; SPEED-UPS; ZERO OFFSETS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77149138836     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Arenas E, Kruijsdijk C, Oldenziel T 2001 Semi-Automatic History Matching Using the Pilot Point Method Including Time-Lapse Seismic Data, SPE 71634, SPE Annual Technical Conference and Exhibition, New Orleans, USA, September 30 - October 3.
2. Brun B, Gosselin O, and Barker J W 2001 Use of Prior Information in Gradient-Based History-Matching, SPE 66353, SPE Reservoir simulation symposium, Texas, USA, February 11-14.
3. Dong Y, and Oliver D S 2008 Reservoir Simulation Model Updates via Automatic History Matching With Integration of Seismic Impedance Change and Production Data, SPE 12550, International Petroleum Technology Conference, Kuala Lumpur, Malaysia, December 3-5.
4. Gosselin O and Berg S V D 2001 Integrated History-Matching of Production and 4D Seismic Data, SPE 71599, SPE Annual Technical Conference and Exhibition, Louisiana, September 30 - October 3
5. Harb R 2004 History matching including 4-D seismic - An application to a field in the North Sea, Master thesis, NTNU Norway
6. Marsily G, Levedan G, Boucher M, Fasanino G 1984 Interpretation of interference tests in a well field using geostatistical techniques to fit the permeability distribution in a reservoir model, Geostatistics for Natural Resources Characterization, 2 831.
7. Nomura K, Kalia R K, Nakamo A, Vashishta P, and Landa J 2007 Parallel history matching and associated forcast at the centre for interactive smart oilfield technologies, J Supercomput, 41 109-117.
8. Ouenes, Ahmed, Weiss, William 1995 Parallel Reservoir Automatic History Matching Using a Network of Workstations and PVM, SPE 29107, SPE Reservoir Simulation Symposium, San Antonio, Texas, USA, February 12-15.
9. Reynolds A C., He N, Chu L, Oliver D S 1996 Reparameterization techniques for generating reservoir descriptions conditioned to variograms and well-test pressure data, Soc. Petrol. Eng. J., 1,413-426.
10. Ruijian L, Reynolds A C, Oliver D S 2003 History Matching of Three-Phase Flow Production Data, SPE 87336, SPE Journal, 4 328-340.
11. Sarma P, Durlofsky L, Aziz K 2007 A new approach to automatic history matching using Kernel PCA, SPE 106176, SPE Reservoir Simulation Symposium, Houston, USA, February 26-28.
12. Shah P C, Gavalas G R, and Seinfeld J H 1978 Error analysis in history matching: the optimum level of parameterization, Soc. Petrol. Eng. J., 18(6), 219-228.
13. Yadav S 2006 History matching Using Face-Recognition Technique Based on Principal Component Analysis, SPE 102148, SPE Annual Technical Conference and Exhibition, Texas, September 24 - 27.