IP Library › Granted Patent US 9,176,246
Granted Patent B2
US 9,176,246 · App. 13/896,792 · Granted Nov 3, 2015

Identifying dominant fracture orientations

Inventors: Jianfu Ma (Sugar Land, TX); Avi Lin (Houston, TX); Harold Grayson Walters (Tomball, TX)
Assignee: Halliburton Energy Services, Inc.
G01V1/288G01V1/301G01V1/34G01V1/345G01V1/40G01V2210/1234G01V2210/646
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Quick Facts
Patent No.
US 9,176,246
App. No.
13/896,792
Granted
Nov 3, 2015
Kind
B2
Abstract

Systems, methods, and software can be used to identify properties of fractures in a subterranean zone. In some aspects, a basic plane orientation is determined for each of a plurality of basic planes. The basic planes are defined by coplanar subsets of microseismic event data from a fracture treatment of a subterranean zone. The quantity of the basic plane orientations in each of a plurality of ranges is calculated. In some implementations, a histogram is displayed to indicate the quantity of basic plane orientations in each of the orientation ranges. A dominant fracture orientation is identified for the subterranean zone based on one or more of the identified quantities.

Claims (71)

1. A computer-implemented method for identifying dominant fracture orientations in a subterranean zone, the method comprising:

receiving microseismic event data associated with a fracture treatment of a subterranean zone;

identifying coplanar subsets of microseismic events in the received microseismic event data, each of the coplanar subsets comprising a non-collinear triplet of microseismic events in the received microseismic event data;

determining a basic plane orientation for each of a plurality of basic planes defined by the coplanar subsets, each basic plane orientation being defined by the non-collinear triplet of microseismic events in a respective one of the coplanar subsets;

calculating, by data processing apparatus, the quantity of the basic plane orientations in each of a plurality of orientation ranges;

identifying a dominant fracture orientation for the subterranean zone based on one or more of the quantities;

identifying a cluster of microseismic events associated with the identified dominant fracture orientation;

generating a fracture plane based on the identified dominant fracture orientation and the identified cluster of microseismic events associated with the identified dominant fracture orientation; and

displaying a histogram of the basic plane orientations, wherein the histogram indicates the quantity of basic plane orientations in each of the orientation ranges.

2. The method of claim 1 , wherein the quantity of the basic plane orientations includes a probability value.

3. The method of claim 1 , wherein each basic plane orientation includes a strike angle and a dip angle for one of the basic planes.

4. The method of claim 3 , further comprising identifying the plurality of orientation ranges based on the basic plane orientations by:

sorting the strike angles;

identifying clusters of the sorted strike angles;

sorting the dip angles;

identifying clusters of the sorted dip angles; and

defining the orientation ranges based on the clusters of sorted strike angles and the clusters of sorted dip angles.

5. The method of claim 1 , wherein the plurality of orientation ranges are fixed values determined independent of the basic plane orientations.

6. The method of claim 1 , further comprising:

identifying each coplanar subset of microseismic events from the microseismic event data; and

computing a normal vector for the basic plane defined by each coplanar subset, wherein the basic plane orientations are computed based on the normal vectors.

7. The method of claim 1 , wherein identifying a dominant fracture orientation includes identifying a plurality of dominant fracture orientations, and identifying the plurality of dominant fracture orientations includes identifying the orientation ranges corresponding to local maxima in a histogram of the basic plane orientations.

8. The method of claim 1 , wherein identifying a dominant fracture orientation includes identifying a plurality of dominant fracture orientations, and the method further comprises:

identifying a cluster of microseismic events associated with each of the dominant fracture orientations; and

generating a dominant fracture plane for each dominant fracture orientation based on fitting the respective cluster of microseismic events.

9. The method of claim 1 , wherein identifying coplanar subsets of microseismic events in the received microseismic event data comprises identifying all coplanar subsets of microseismic events in the received microseismic event data.

10. A non-transitory computer-readable medium encoded with instructions that, when executed by data processing apparatus, perform operations comprising:

receiving microseismic event data associated with a fracture treatment of a subterranean zone;

identifying coplanar subsets of microseismic events in the received microseismic event data, each of the coplanar subsets comprising a non-collinear triplet of microseismic events in the received microseismic event data;

determining a basic plane orientation for each of a plurality of basic planes defined by the coplanar subsets, each basic plane orientation being defined by the non-collinear triplet of microseismic events in a respective one of the coplanar subsets;

calculating the quantity of the basic plane orientations in each of a plurality of orientation ranges;

identifying a dominant fracture orientation for the subterranean zone based on one or more of the quantities;

identifying a cluster of microseismic events associated with the identified dominant fracture orientation;

generating a fracture plane based on the identified dominant fracture orientation and the identified cluster of microseismic events associated with the identified dominant fracture orientation; and

displaying a two-dimensional histogram of the basic plane orientations, wherein the histogram indicates the quantity of basic plane orientations in each of the orientation ranges.

11. The computer-readable medium of claim 10 , wherein each basic plane orientation includes a strike angle and a dip angle for one of the basic planes, and the operations further comprise identifying the plurality of orientation ranges based on the basic plane orientations by:

sorting the strike angles;

identifying clusters of the sorted strike angles;

sorting the dip angles;

identifying clusters of the sorted dip angles; and

defining the orientation ranges based on the clusters of sorted strike angles and the clusters of sorted dip angles.

12. The computer-readable medium of claim 10 , wherein the plurality of orientation ranges are fixed values determined independent of the basic plane orientations.

13. The computer-readable medium of claim 10 , wherein the operations further comprise:

identifying each coplanar subset of microseismic events from the microseismic event data; and

computing a normal vector for the basic plane defined by each coplanar subset, wherein the basic plane orientations are computed based on the normal vectors.

14. The computer-readable medium of claim 10 , wherein identifying a dominant fracture orientation includes identifying a plurality of dominant fracture orientations, and the operations further comprise:

identifying a cluster of microseismic events associated with each of the dominant fracture orientations; and

generating a dominant fracture plane for each dominant fracture orientation based on fitting the respective cluster of microseismic events.

15. The computer-readable medium of claim 10 , wherein identifying coplanar subsets of microseismic events in the received microseismic event data comprises identifying all coplanar subsets of microseismic events in the received microseismic event data.

16. A system comprising:

a computer-readable medium that stores microseismic event data associated with a fracture treatment of a subterranean zone; and

data processing apparatus operable to:

receive microseismic event data associated with the fracture treatment of the subterranean zone;

identify coplanar subsets of microseismic events in the received microseismic event data, each of the coplanar subsets comprising a non-collinear triplet of microseismic events in the received microseismic event data;

determine a basic plane orientation for each of a plurality of basic planes defined by the coplanar subsets, each basic plane orientation being defined by the non-collinear triplet of microseismic events in a respective one of the coplanar subsets;

calculate the quantity of the basic plane orientations in each of a plurality of orientation ranges;

identify a dominant fracture orientation for the subterranean zone based on one or more of the quantities;

identify a cluster of microseismic events associated with the identified dominant fracture orientation;

generate a fracture plane based on the identified dominant fracture orientation and the identified cluster of microseismic events associated with the identified dominant fracture orientation; and

display a histogram of the basic plane orientations, wherein the histogram indicates the quantity of basic plane orientations in each of the orientation ranges.

17. The system of claim 16 , wherein each basic plane orientation includes a strike angle and a dip angle for one of the basic planes, and the data processing apparatus is further operable to identify the plurality of orientation ranges based on the basic plane orientations by:

sorting the strike angles;

identifying clusters of the sorted strike angles;

sorting the dip angles;

identifying clusters of the sorted dip angles; and

defining the orientation ranges based on the clusters of sorted strike angles and the clusters of sorted dip angles.

18. The system of claim 16 , wherein the plurality of orientation ranges are fixed values determined independent of the basic plane orientations.

19. The system of claim 16 , the data processing apparatus is further operable to:

identify each coplanar subset of microseismic events from the microseismic event data; and

compute a normal vector for the basic plane defined by each coplanar subset, wherein the basic plane orientations are computed based on the normal vectors.

20. The system of claim 16 , the data processing apparatus is operable to identify all coplanar subsets of microseismic events in the received microseismic event data.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 22, 2013
From: MA, JIANFU; LIN, AVI; WALTERS, HAROLD GRAYSON
To: HALLIBURTON ENERGY SERVICES, INC.
Reel/Frame 030463/0350 →
Continuity (2)
Provisional Application 61710582 · Oct 5, 2012
Related Publication 20140098639A1 · Apr 10, 2014