1887

Abstract

Summary

We show how distance data derived from inversion of logging-while-drilling directional resistivity (DDR) measurements can be used to constrain both the surfaces confining the reservoir and the well being drilled.

For geosteering, it is important to know where the well is relative to the reservoir surfaces and contacts while their absolute positions in space is irrelevant. DDR measurements provide the perfect data for this. We have used a Bayesian kriging framework to include DDR data directly in predictions of surfaces and wells. Taking into account uncertainties in distance data, surface depth, and the TVD position of the well, this method can be used to continuously update the position of reservoir surfaces and well while drilling,

For a real reservoir, we demonstrate how the prediction uncertainty can be reduced by adding different kinds of well data to the prediction, and how the prediction uncertainty increases when the well path TVD uncertainty is accounted for. We also show how the free water level can be taken into account in the surface prediction.

Loading

Article metrics loading...

/content/papers/10.3997/2214-4609.2021624040
2021-11-02
2024-04-27
Loading full text...

Full text loading...

References

  1. Abrahamsen, P.
    [1993] Bayesian Kriging for Seismic Depth Conversion of a Multi-layer Reservoir. In A.Soares (Ed.) Geostatistics Troia '92. Dordrecht: Kluwer Academic Publ., 358–398.
    [Google Scholar]
  2. Abrahamsen, P. and Benth, F. E.
    [2001]. Kriging with Inequality Constraints. Mathematical Geology, 33(6), 719–744.
    [Google Scholar]
  3. Almendral Vazquez, A., Dahle, P., Abrahamsen, P. and Sektnan, A.
    [2021]. Conditioning geological surfaces to horizontal wells. Submitted for publication.
    [Google Scholar]
  4. Brooks, A., Wilson, H., Jamieson, A. and McRobbie, A.
    [2005]. Quantification of Depth Accuracy. SPE Annual Technical Conference and Exhibition9–12 OctoberDallas, Texas. Paper Number: SPE-95611-MS.
    [Google Scholar]
  5. Dahle, P., Almendral Vazquez, A. and Abrahamsen, P.
    [2005]. Simultaneous prediction of geological surfaces and well paths. Petroleum Geostatistics 2015, Extended Abstracts, Tu A-05.
    [Google Scholar]
  6. Kolbjørnsen, O., Dahle, P., Bjerke, M. D., Bakke, B. A. and Straith, K. R.
    [2019]. Using Deep Directional Resistivity for Model Selection and Uncertainty Reduction in the Edvard Grieg Depth Conversion. Fourth EAGE Conference on Petroleum Geostatistics, Florence, Italy. Vol 2019, 1–5.
    [Google Scholar]
  7. Wang, T., Chemali, R., Hart, E. and Cairns, P.
    [2007]. Real-Time Formation Imaging, Dip, And Azimuth. SPWLA 48th Annual Logging Symposium, Austin, Texas, Paper Number SPWLA-2007-NNN.
    [Google Scholar]
http://instance.metastore.ingenta.com/content/papers/10.3997/2214-4609.2021624040
Loading
/content/papers/10.3997/2214-4609.2021624040
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