Optimized geosteering using real-time geological models

Patent metadata

Field	Value
Publication number	US-10167713-B2
Application number	US-201615324511-A
Country	US
Kind code	B2
Filing date	Feb 5, 2016
Priority date	Feb 5, 2016
Publication date	Jan 1, 2019
Grant date	Jan 1, 2019

Abstract

Systems and methods for optimized geosteering using real-time geological models that are updated with LWD measurements containing data such as, for example, layer boundaries and formation properties.

First claim

The invention claimed is:

1. A method for optimized geosteering using real time geological models, which comprises:
a) creating a parameter matrix, which comprises a formation property for each pair of TVD coordinates from a geological model and MD coordinates from a predefined well trajectory;
b) initializing the parameter matrix by initializing a value for each parameter entry in the parameter matrix;
c) updating the initialized parameter matrix by replacing the TVD coordinates and the MD coordinates for each parameter entry in the parameter matrix with the TVD coordinates and the MD coordinates for an actual well trajectory;
d) compiling a DTBB array and one or more other LWD arrays using corresponding measurements at the MD coordinates of the actual well trajectory;
e) calculating a value for each parameter entry in the updated parameter matrix, which is a sum of a geology array, the DTBB array and the one or more other LWD arrays that are each multiplied by one of (i) respectively assigned weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are not located within stratigraphic boundaries of the DTBB array and the one or more other LWD arrays; and (ii) respectively calculated weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are located within the stratigraphic boundaries of the DTBB array and the one or more other LWD arrays;
f) updating the geological model in real time during drilling operations by using a computer processor to replace each initialized value for each parameter entry in the updated parameter matrix with the respective calculated value;
g) adjusting the actual well trajectory during drilling operations based on the updated geological model; and
h) repeating steps c)-g) until the drilling operations have reached a reservoir and the actual well trajectory is optimized.

2. The method of claim 1 , wherein the geological model is generated using one or more seismic images illustrating formation surfaces and one or more well logs from an offset well.

3. The method of claim 1 , wherein the initialized value for each parameter entry in the initialized parameter matrix is calculated as a sum of the geology array, another DTBB array and another one or more other LWD arrays that are each multiplied by one of (i) respectively assigned weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are not located within the stratigraphic boundaries of the another DTBB array and the another one or more other LWD arrays; and (ii) respectively calculated weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are located within the stratigraphic boundaries of the another DTBB array and the another one or more other LWD arrays.

4. The method of claim 1 , wherein the geology array comprises stratigraphic boundaries and formation properties between the boundaries from the geological model.

5. The method of claim 1 , wherein the DTBB array comprises stratigraphic boundaries and formation properties between the boundaries from deep measurements of between 30 to 100 feet of the formation properties.

6. The method of claim 1 , wherein the one or more other LWD arrays each comprise stratigraphic boundaries and formation properties between the boundaries from shallow measurements of less than 30 feet of the formation property.

7. The method of claim 1 , wherein the respectively assigned weights are (1) for the geology array, (0) for the DTBB array and (0) for the one or more other LWD arrays.

8. The method of claim 1 , wherein a sum of the respectively calculated weights is equal to 1.

9. A non-transitory program carrier device tangibly carrying computer executable instructions for optimized geosteering using real time geological models, the instructions being executable to implement:
a) creating a parameter matrix, which comprises a formation property for each pair of TVD coordinates from a geological model and MD coordinates from a predefined well trajectory;
b) initializing the parameter matrix by initializing a value for each parameter entry in the parameter matrix;
c) updating the initialized parameter matrix by replacing the TVD coordinates and the MD coordinates for each parameter entry in the parameter matrix with the TVD coordinates and the MD coordinates for an actual well trajectory;
d) compiling a DTBB array and one or more other LWD arrays using corresponding measurements at the MD coordinates of the actual well trajectory;
e) calculating a value for each parameter entry in the updated parameter matrix, which is a sum of a geology array, the DTBB array and the one or more other LWD arrays that are each multiplied by one of (i) respectively assigned weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are not located within stratigraphic boundaries of the DTBB array and the one or more other LWD arrays; and (ii) respectively calculated weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are located within the stratigraphic boundaries of the DTBB array and the one or more other LWD arrays;
f) updating the geological model in real time during drilling operations by replacing each initialized value for each parameter entry in the updated parameter matrix with the respective calculated value;
g) adjusting the actual well trajectory during drilling operations based on the updated geological model; and
h) repeating steps c)-g) until the drilling operations have reached a reservoir and the actual well trajectory is optimized.

10. The program carrier device of claim 9 , wherein the geological model is generated using one or more seismic images illustrating formation surfaces and one or more well logs from an offset well.

11. The program carrier device of claim 9 , wherein the initialized value for each parameter entry in the initialized parameter matrix is calculated as a sum of the geology array, another DTBB array and another one or more other LWD arrays that are each multiplied by one of (i) respectively assigned weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are not located within the stratigraphic boundaries of the another DTBB array and the another one or more other LWD arrays; and (ii) respectively calculated weights when the TVD coordinates and the MD coordinates for each parameter entry in the updated parameter matrix are located within the stratigraphic boundaries of the another DTBB array and the another one or more other LWD arrays.

12. The program carrier device of claim 9 , wherein the geology array comprises stratigraphic boundaries and formation properties between the boundaries from the geological model.

13. The program carrier device of claim 9 , wherein the DTBB array comprises stratigraphic boundaries and formation properties between the boundaries from deep of between 30 to 100 feet measurements of the formation properties.

14. The program carrier device of claim 9 , wherein the one or more other LWD arrays each comprise stratigraphic boundaries and formation properties between the boundaries from shallow measurements of less than 30 feet of the formation property.

15. The program carrier device of claim 9 , wherein the respectively assigned weights are (1) for the geology array, (0) for the DTBB array and (0) for the one or more other LWD arrays.

16. The program

Assignees

• Halliburton Energy Services Inc

Inventors

• Ma Jin
• Song Rencheng
• Wilson Glenn Andrew

Classifications

• G01V1/282

  Application of seismic models, synthetic seismograms · CPC title

• E21B47/022

  of the borehole, e.g. using geomagnetism · CPC title

• E21B44/00 Primary

  Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions · CPC title

• E21B7/04 Primary

  Directional drilling · CPC title

• E21B49/00

  Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells · CPC title