1887

Abstract

Summary

The Lower Cretaceous McMurray Formation reservoir used in this study is located in the Athabasca basin, of the Northern Alberta, Canada. High resolution multicomponent 3D seismic data, along with core and well data were processed using the most advanced workflows in order to image the reservoir heterogeneity. These workflows include petrophysical analysis, joint PP-PS inversion and neural network analysis. Three inversions using PP and PS seismic data are analyzed and compared. The joint PP-PS inversion of the prestack seismic data produces the best estimates of P-impedance, S-Impedance and density, allowing for excellent reservoir characterization.

Neural network analysis is used to enhance the resolution of the elastic properties estimated from joint PP-PS prestack inversion, and to estimate petrophysical and engineering properties such as porosity, resistivity and saturation. In all neural network analyses the most significant seismic attributes include converted-wave information.

Some of the results are: 1. converted-wave seismic data have a major role in oil-sands reservoir characterization; 2. estimated density seismic volume shows a good separation of the two bitumen sands; 3. P-wave velocity seismic allows better mapping of the McMurray top; 4. estimated resistivity allows not only to differentiate the reservoir from the non-reservoir but also bitumen sand from water sand.

Loading

Article metrics loading...

/content/papers/10.3997/2214-4609.20140668
2014-06-16
2024-04-28
Loading full text...

Full text loading...

References

  1. Aki, K. and Richards, P.G.
    , [2002] Quantitative Seismology, 2nd Edition: W.H. Freeman and Company.
    [Google Scholar]
  2. Buland, A. and Omre, H
    , [2003] Bayesian linearized AVO inversion: Geophysics, 68, 185–198.
    [Google Scholar]
  3. Dumitrescu, C. C. and Lines, L.
    , [2010] Chapter 13 in Heavy Oils: Reservoir Characterization and Production Monitoring; SEG Geophysical Developments No. 13; Edited by S.Chopra, L. R.Lines, D. R.Schmitt, and M. L.Batzle
    [Google Scholar]
  4. Dumitrescu, C.C., Mayer, F., Couzens, R.
    , [2009] Exploration of Lower Cretaceous sands in the Leland Area, Alberta, using seismically derived rock properties; First Break, Vol.27, p. 53–60
    [Google Scholar]
  5. Hampson, D., Russell, B., and Bankhead, B.
    , [2005] Simultaneous inversion of pre-stack seismic data: Ann. Mtg. Abstracts, Society of Exploration Geophysicists.
    [Google Scholar]
  6. Hampson, D., and Russell, B.
    , [2013] Joint simultaneous inversion of PP and PS angle gathers
    [Google Scholar]
  7. Margrave, G.F., Stewart, R. R. and Larsen, J. A.
    , [2001] Joint PP and PS seismic inversion: The Leading Edge, 20, no. 9, 1048–1052.
    [Google Scholar]
  8. Richards, P. G. and Frasier, C. W.
    , [1976] Scattering of elastic waves from depth-dependent inhomogeneities: Geophysics, 41, 441–458.
    [Google Scholar]
  9. Simmons, J.L. and Backus, M.M.
    , [1996] Waveform-based AVO inversion and AVO prediction-error: Geophysics, 61, 1575–1588
    [Google Scholar]
http://instance.metastore.ingenta.com/content/papers/10.3997/2214-4609.20140668
Loading
/content/papers/10.3997/2214-4609.20140668
Loading

Data & Media loading...

This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error