Method of producing gluten free oats
View Patent ↗The separation of oats from a combination of grains is performed by obtaining optical data includes both reflectance data and visual data and then analyzing the data in multiple ways, including analyzing information obtained based on ratios of wavelengths and grain imagery. The reflectance data relies on near infrared spectroscopy at requisite ratios of wavelengths in the range of 1100 nm to 2200 nm, while the grain imagery encompasses images of both sides of each of the combination of grains and can also take into account grain size and shape differentiations. The results is an oats separation process wherein at least 99% of foreign grains are rejected with only about 3% of the oats being rejected, while enabling volume processing of grains and establishing a supply of oats with a gluten level well below 20 ppm.
1. A method of producing gluten-free oats from a combination of grains comprising:
obtaining optical data on the combination of grains, wherein the optical data includes both reflectance data and visual data;
analyzing the reflectance data utilizing information based on ratios of wavelengths;
analyzing the visual data through images of both sides of each of the combination of grains; and
separating the oats from the combination of grains to establish a supply of oats having a gluten level below 20 ppm based on the analysis of both the reflectance and visual data.
2. The method of claim 1 , wherein the optical data is obtained utilizing near infrared cameras operating in the range of 1100 nm to 2200 nm.
3. The method of claim 1 , wherein the ratios of wavelengths are selected from the group consisting of 1460 nm/1211 nm, 1653 nm/1211 nm, 1653 nm/1460 nm, 1211 nm/1460 nm, and 1211 nm/1653 nm.
4. The method of claim 1 , further comprising: extracting size and shape information from the optical data, wherein separating the oats is further performed based on the size and shape information.
5. The method of claim 1 , wherein separating the oats from the combination of grains constitutes rejecting at least 99% of foreign grains while rejecting only about 3% of the oats.
6. The method of claim 1 , wherein separating the oats from the combination of grains results in oats with a gluten level of no greater than 10 ppm.
7. The method of claim 1 , further comprising: employing discriminant analysis in analyzing the optical data.
8. The method of claim 1 , wherein the oats are separated from the combination of grains through volume processing.