Mobile proppant recognition
A method for analyzing particles that may include collecting an image of a substrate including a size tracer and a plurality of particles thereon; processing the collected image; and outputting a particle analysis of at least a portion of the plurality of particles. In some instances the particles analyzed may be particles involved in wellbore operations.
1. A method for analyzing particles, comprising:
collecting an image of a substrate with a substantially flat surface including a size tracer and a plurality of free particles at rest and arranged as a single monolayer thereon, the substrate having a color that is chosen to increase color contrast between the substrate and the particles;
wherein processing the collected image includes Marker-Controlled Watershed segmentation of the collected image; and
outputting a particle analysis of at least a portion of the plurality of particles.
2. The method of claim 1 , wherein the size tracer comprises at least one of at least two lines with a known dimension or at least three geometric shapes with at least one known dimension.
3. The method of claim 2 , wherein the geometric shapes are selected from circles, ellipses, simple polygons, or star polygons.
4. The method of claim 1 , wherein the image is collected and processed by a mobile device.
5. The method of claim 1 , wherein the particle size analysis is output by the mobile device.
6. The method of claim 1 , wherein the processing further comprises at least one of normalizing the image with respect to the size tracer, filtering, particle edge determination, particle separation, particle image filling, and particle characterization.
7. The method of claim 6 , wherein particle characterization comprises calculating at least one parameter of the particles selected from an average or a distribution of their size, aspect ratio, mesh size, roundness and sphericity.
8. The method of claim 1 , further comprising:
repeating the collecting and processing for a plurality of images; and
outputting a cumulative particle analysis for the plurality of images.
9. The method of claim 1 , wherein the particles are selected from fracturing proppants, sands, gravel materials, crushed rock, completion materials, drill cuttings and lost circulation materials.
10. A method for analyzing particles involved in wellbore operations, comprising:
collecting a plurality of particles to be or that have been used in a wellbore operation;
collecting an image of a substrate with a substantially flat surface including a size tracer and a plurality of the free particles arranged at rest as a single monolayer thereon, the substrate having a color that is chosen to increase color contrast between the substrate and the particles;
wherein processing the collected image includes Marker-Controlled Watershed segmentation of the collected image; and
outputting a particle analysis of at least a portion of the plurality of particles.
11. The method of claim 10 , wherein the image of particle for wellbore operations is collected, process and output by the mobile device.
12. The method of claim 10 , wherein the particles are selected from fracturing proppants, sands, gravel materials, crushed rock, completion materials, drill cuttings and lost circulation materials.