Compositional multispectral and hyperspectral imaging systems for mining shovels and associated methods
Mining shovel with compositional multispectral and/or hyperspectral imaging and associated methods and systems are disclosed herein. In some embodiments, a mining detection system includes a mining bucket carrying a multispectral and/or hyperspectral imaging system and various sensors directed toward material entering and positioned within the bucket. The bucket can also carry a control enclosure housing image and sensor processing equipment that receives and analyzes the data collected by the multispectral and/or hyperspectral imaging system and the sensors. The disclosed systems and methods can provide real-time compositional analysis of mined materials at the mining site, which can be used to manage a mining field, including generating and transmitting instructions for where the material within the bucket should be delivered based on the data collected from the multispectral and/or hyperspectral imaging system and the sensors.
1. A mining detection system for mining shovels, the mining detection system comprising:
a head assembly configured to be positioned at an inlet portion of a mining shovel bucket, the head assembly comprising:
a camera unit comprising a multispectral imaging (MSI) camera unit and/or a hyperspectral imaging (HSI) camera unit, wherein the camera unit has a field of view and is configured to capture images of mining material prior to, during, and/or after loading the mining material into the mining shovel bucket;
a lighting unit spaced apart from the camera unit and configured to illuminate an irradiation region, wherein at least a portion of the irradiation region overlaps with at least a portion of the field of view;
a sensor configured to detect characteristics of the mining material in the field of view; the sensor is a proximity sensor configured to determine whether the mining material is within a depth of field (DOF) of the camera unit, and wherein the mining detection system further comprises a shutter positioned to protect a lens of the camera unit, the shutter being operably coupled to the proximity sensor such that the proximity sensor is configured to actuate the shutter when the mining material is within the DOF; and
a control component comprising a processing unit operably coupled to the head assembly.
2. The mining detection system of claim 1 wherein the camera unit is a first camera unit, wherein the first camera unit is a compositional multispectral imaging (MSI) camera unit, and the head assembly further comprises a second camera unit, wherein the second camera unit is a compositional hyperspectral imaging (HSI) camera unit.
3. The mining detection system of claim 1 wherein the camera unit comprises a lens and a band pass filter positioned over the lens.
4. The mining detection system of claim 1 wherein the lighting unit is configured to emit light having a predefined wavelength range corresponding to a camera wavelength range detectable by the camera unit.
5. The mining detection system of claim 1 wherein the lighting unit is configured to emit light having a predefined wavelength range different from a camera wavelength range detectable by the camera unit.
6. The mining detection system of claim 1 wherein the camera unit and the lighting unit are downward looking such that the field of view and the irradiation region are configured to be directed into the mining shovel bucket.
7. The mining detection system of claim 1 wherein the processing unit is configured to determine a material composition of the mining material based on the images captured by the imaging system.
8. The mining detection system of claim 1 wherein the sensor is positioned between the camera unit and the lighting unit.
9. The mining detection system of claim 1 wherein the head assembly is housed within a ruggedized and/or non-metallic material configured to not interfere with operation of the sensor.
10. The mining detection system of claim 1 , further comprising a mining shovel bucket, wherein the head assembly is positioned at an inlet portion, an upper wall portion of, at an interior side wall portion of, or above the mining shovel bucket.
11. The mining detection system of claim 10 wherein the control component is positioned at an exterior upper wall portion of the mining shovel bucket.
12. A mining detection system for mining shovels, the mining detection system comprising:
a head assembly configured to be positioned at an inlet portion of a mining shovel bucket, the head assembly comprising:
a camera unit comprising a multispectral imaging (MSI) camera unit and/or a hyperspectral imaging (HSI) camera unit, wherein the camera unit has a field of view and is configured to capture images of mining material prior to, during, and/or after loading the mining material into the mining shovel bucket;
a lighting unit spaced apart from the camera unit and configured to illuminate an irradiation region, wherein at least a portion of the irradiation region overlaps with at least a portion of the field of view;
a sensor configured to detect characteristics of the mining material in the field of view; and
a control component comprising a processing unit operably coupled to the head assembly, the control component is configured to, based on the images from the camera unit, classify the mining material in one of the following categories: high oxide, low oxide, or oxide-absent.
13. The mining detection system of claim 12 , further comprising a mining shovel bucket, wherein the head assembly is positioned at an inlet portion, an upper wall portion of, at an interior side wall portion of, or above the mining shovel bucket.
14. The mining detection system of claim 13 , wherein the control component is positioned at an exterior upper wall portion of the mining shovel bucket.
15. A mining detection system for mining shovels, the mining detection system comprising:
a head assembly configured to be positioned at an inlet portion of a mining shovel bucket, the head assembly comprising:
a camera unit comprising a multispectral imaging (MSI) camera unit and/or a hyperspectral imaging (HSI) camera unit, wherein the camera unit has a field of view and is configured to capture images of mining material prior to, during, and/or after loading the mining material into the mining shovel bucket;
a lighting unit spaced apart from the camera unit and configured to illuminate an irradiation region, wherein at least a portion of the irradiation region overlaps with at least a portion of the field of view;
a sensor configured to detect characteristics of the mining material in the field of view, wherein the sensor is an x-ray fluorescence sensor configured to determine a percent of copper in the mining material; and
a control component comprising a processing unit operably coupled to the head assembly.
16. The mining detection system of claim 15 , further comprising a mining shovel bucket, wherein the head assembly is positioned at an inlet portion, an upper wall portion of, at an interior side wall portion of, or above the mining shovel bucket.
17. The mining detection system of claim 16 , wherein the control component is positioned at an exterior upper wall portion of the mining shovel bucket.
18. A method of classifying and sorting mining material at a mine site, the method comprising:
receiving the mining material in an interior region of a mining shovel bucket;
capturing images of the mining material entering or within the interior region using a camera unit positioned at an inlet portion of the mining shovel bucket, wherein the camera unit comprises a compositional multispectral imaging (MSI) camera unit and/or a compositional hyperspectral imaging (HSI) camera unit;
processing, via a control component operably coupled to the camera unit, the images captured by the camera unit to identify compositional properties of the mining material;
determining, via a proximity sensor, whether the mining material is within a depth of field (DOF) of the camera unit; and
initiating the capture of the images via the camera unit when in the DOF.
19. The method of claim 18 , further comprising illuminating at least a portion of a field of view of the camera unit while the camera unit is capturing images of the mining material.
20. The method of claim 18 wherein the images are captured by the camera unit with a flash.
21. The method of claim 18 wherein the images are captured by the camera unit without a flash.
22. A method of classifying and sorting mining material at a mine site, the method comprising:
receiving the mining material in an interior region of a mining shovel bucket;
capturing images of the mining material entering or within the interior region using a camera unit positioned at an inlet portion of the mining shovel bucket, wherein the camera unit comprises a compositional multispectral imaging (MSI) camera unit and/or a compositional hyperspectral imaging (HSI) camera unit; and
processing, via a control component operably coupled to the camera unit, the images captured by the camera unit to identify compositional properties of the mining material; and determining, via an x-ray fluorescence sensor, a percent of copper in the mining material.
23. The method of claim 22 , further comprising illuminating at least a portion of a field of view of the camera unit while the camera unit is capturing images of the mining material.
24. The method of claim 22 , wherein the images are captured by the camera unit with a flash.
25. The method of claim 22 , wherein the images are captured by the camera unit without a flash.
26. A method of classifying and sorting mining material at a mine site, the method comprising:
receiving the mining material in an interior region of a mining shovel bucket;
capturing images of the mining material entering or within the interior region using a camera unit positioned at an inlet portion of the mining shovel bucket, wherein the camera unit comprises a compositional multispectral imaging (MSI) camera unit and/or a compositional hyperspectral imaging (HSI) camera unit; and
processing, via a control component operably coupled to the camera unit, the images captured by the camera unit to identify compositional properties of the mining material; and classifying the mining material, based on the images captured by the camera unit, in one of the following categories: high oxide, low oxide, or oxide- absent.
27. A method of classifying and sorting mining material at a mine site, the method comprising:
receiving the mining material in an interior region of a mining shovel bucket;
capturing images of the mining material entering or within the interior region using a camera unit positioned at an inlet portion of the mining shovel bucket, wherein the camera unit comprises a compositional multispectral imaging (MSI) camera unit and/or a compositional hyperspectral imaging (HSI) camera unit; and
processing, via a control component operably coupled to the camera unit, the images captured by the camera unit to identify compositional properties of the mining material; and sorting the mining material based on the categories.