On-line oil and foreign matter detection system and method employing hyperspectral imaging
A method for removing foreign matter from an agricultural product stream of a manufacturing process. The method includes conveying a product stream past an inspection station; scanning a region of the agricultural product stream as it passes the inspection station using at least one light source of a single or different wavelengths; generating hyperspectral images from the scanned region; determining a spectral fingerprint for the agricultural product stream from the hyperspectral images; comparing the spectral fingerprint obtained in step (c) to a spectral fingerprint database containing a plurality of fingerprints using a computer processor to determine whether foreign matter is present and, if present, generating a signal in response thereto; and removing a portion of the conveyed product stream in response to the signal. A system for detecting foreign matter within an agricultural product stream is also provided.
1. A method for detecting and removing foreign matter in an agricultural product stream of a manufacturing process, the method comprising:
scanning a region of a product stream using a light source;
generating a hyperspectral image in real time from the region;
determining a product fingerprint from the hyperspectral image in real time; and
determining in real time whether foreign matter is present in the product stream based on the product fingerprint and a hyperspectral fingerprint database containing a plurality of hyperspectral fingerprints using a computer processor; and
removing a first portion of the product stream in response to determining foreign matter is present.
2. The method of claim 1 , wherein the removing includes directing fluid at the first portion of the product stream.
3. The method of claim 2 , wherein the directing fluid includes directing pulses of the fluid.
4. The method of claim 2 , wherein the directing fluid includes directing the fluid from a plurality of ejector nozzles, the plurality of ejector nozzles configured to be individually directed and controlled by the computer processor.
5. The method of claim 2 , wherein the fluid is pressurized air.
6. The method of claim 2 , wherein the fluid is water.
7. The method of claim 1 , further comprising:
collecting the first portion in a receptacle.
8. The method of claim 1 , further comprising:
conveying the product stream.
9. The method of claim 8 , wherein the conveying includes conveying the product stream on a vibrating conveyor.
10. The method of claim 8 , wherein the conveying includes conveying the product stream on an inclined conveyor.
11. The method of claim 8 , further comprising:
causing a second portion of the product stream to fall under the influence of gravity in a cascade.
12. The method of claim 11 , wherein the second portion of the product stream includes the first portion of the product stream.
13. The method of claim 11 , wherein the cascade is a turbulent cascade.
14. The method of claim 11 , wherein the causing is performed concurrently with the scanning.
15. The method of claim 1 , further comprising:
after the removing, conveying a remainder of the product stream on a conveyor.
16. The method of claim 1 , wherein the light source includes a tungsten light source, a halogen light source, a xenon light source, a mercury light source, an ultraviolet light source, or any combinations thereof.
17. A method for detecting oil or lubricant in a tobacco product stream of a manufacturing process, the method comprising:
scanning a region of the tobacco product stream using a light source;
generating a hyperspectral image in real time from the region;
determining a product fingerprint from the hyperspectral image in real time; and
determining in real time whether oil or lubricant is present in the tobacco product stream based on the product fingerprint and a hyperspectral fingerprint database containing a plurality of hyperspectral fingerprints using a computer processor.
18. The method of claim 17 , further comprising:
causing a portion of the tobacco product stream to fall under the influence of gravity in a cascade, the causing being performed concurrently with the scanning.
19. The method of claim 17 , further comprising:
removing a portion of the tobacco product stream in response to the determining whether foreign matter is present.
20. The method of claim 19 , further comprising:
collecting the portion of the tobacco product stream.