Fracture imaging methods employing skeletonization of seismic emission tomography data
View Patent ↗Disclosed herein are various embodiments of methods and systems for providing a graphical skeletonization representation of fractures and faults in a subsurface of the earth. According to some embodiments, as fracturing fluid is pumped into a target geologic formation through a well bore, and as the formation fractures or faults in response to the fracturing fluid being pumped under high pressure therein, seismic wavefronts are generated at points of fracture related to movement of a fluid pressure wave induced by fracturing or other fluids moving through the formation, or the extraction of fluids such as gas and/or oil from the formation, which are detected by surface and/or downhole sensors. Data corresponding to signals generated by the surface and/or downhole sensors are recorded and subsequently analyzed to determine in near real-time the locations of the fractures or faults using skeletonization data processing techniques and methods.
1. A method of imaging the growth of a fracture or fault network in a volume of the earth's subsurface in the vicinity of a well bore resulting from the injection of hydraulic fracturing fluid through said well bore into said volume of the earth's subsurface, comprising:
selecting a portion of a microseismic data set recorded continuously during a data acquisition time period in which hydraulic fracturing fluid is injected through said well bore into said volume of the earth's subsurface, using a plurality of sensors positioned proximate said volume of the earth's subsurface, said microseismic data set representing microseismic emissions from faults or fractures resulting from said injection of hydraulic fracturing fluid;
subdividing said continuously recorded microseismic data set into a plurality of time windows;
processing said selected portion of said continuously recorded microseismic data set within a plurality of said time windows to generate three dimensional spatial representations of fractures or faults in said volume of the earth's subsurface resulting from injection of hydraulic fracturing fluid through said well bore into said volume of the earth's subsurface; and
generating a time lapse display of selected ones of said three dimensional spatial representations of fractures or faults to show the growth of a fracture or fault network resulting from said injection of hydraulic fracturing fluid through said well bore into said volume of the earth's subsurface.
2. The method of claim 1 , wherein generating a time lapse display of selected ones of said three dimensional spatial representations comprises creating a graphical sequence of images of said spatial representations that reveal the progress of faults or fractures.
3. The method of claim 1 , wherein generating a time lapse display of selected ones of said three dimensional spatial representations comprises combining a sequence of said spatial representations into a display with data values color coded based on the time interval associated with each of the spatial representations.
4. The method of claim 1 , wherein generating a time lapse display of selected ones of said three dimensional spatial representations comprises displaying a succession of images of said spatial representations on a computer screen.
5. The method of claim 1 , wherein the selected time period ranges between about 0.1 seconds and about 1 hour.
6. The method of claim 1 wherein processing said selected portion of a microseismic data set comprises:
generating a plurality of data subsets, each data subset corresponding to a time window;
transforming said data subsets into voxel values representing microseismic emissions from a three-dimensional grid of voxels in said volume of the earth's subsurface;
voxel value filtering data subsets to generate filtered voxel values and stacking filtered voxel values from at least a plurality of said time windows within said selected time period to generate stacked, filtered voxel values for said time windows; and
skeletonizing said filtered stacked filtered voxel values from a plurality of said selected time windows to generate skeletonized spatial representations of said volume of the Earth's subsurface during successive selected time windows;
wherein said time lapse display is a display of a skeletonized representation of the growths of a fracture or fault network over time.
7. The method of claim 6 , wherein voxel value filtering further comprises computing at least one local maximum in the voxels of the data subset.
8. The method of claim 6 , wherein voxel value filtering further comprises passing voxel values that exceed a predetermined minimum value.
9. The method of claim 6 , wherein voxel value filtering further comprises filtering each data subset to pass a predetermined percentage of the highest voxel values associated therewith.
10. The method of claim 6 , wherein voxel value filtering further comprises filtering each data subset to pass voxel values that exceed a calculated value computed on the basis of a range of values in the data subset.
11. The method of claim 6 , wherein stacking further comprises computing the cumulative sum of the filtered voxel values.
12. The method of claim 6 , wherein stacking further comprises computing the maximum value of the filtered voxel values.
13. The method of claim 6 , wherein stacking further comprises computing the average of the filtered voxel values.
14. The method of claim 6 , wherein the voxel value data correspond to semblance values.
15. The method of claim 6 , wherein voxel value filtering further comprises one of semblance filtering, median filtering, threshold filtering, 2-D filtering, 3-D filtering, coherence filtering, statistical filtering, deconvolution, random noise filtering, static and/or dynamic time shifting and correction, muting, and coherent noise rejection.
16. The method of claim 1 , further comprising acquiring the microseismic data set.
17. The method of claim 16 , further comprising disposing at least some of the plurality of sensors along the surface of the earth.
18. The method of claim 16 , further comprising disposing at least some of the plurality of sensors beneath the surface of the earth in a borehole.
19. The method of claim 16 , wherein the microseismic data set is acquired during a data acquisition time period that ranges between about 1 minute and about one week.