Apparatuses and methods for anomalous gas concentration detection
Abstract
Embodiments of the disclosure are drawn to apparatuses and methods for anomalous gas concentration detection. A spectroscopic system, such as a wavelength modulated spectroscopy (WMS) system may measure gas concentrations in a target area. However, noise, such as speckle noise, may interfere with measuring relatively low concentrations of gas, and may lead to false positives. A noise model, which includes a contribution from a speckle noise model, may be used to process data from the spectroscopic system. An adaptive threshold may be applied based on an expected amount of noise. A speckle filter may remove measurements which are outliers based on a measurement of their noise. Plume detection may be used to determine a presence of gas plumes. Each of these processing steps may be associated with a confidence, which may be used to determine an overall confidence in the processed measurements/gas plumes.
- Inventors:
- Issue Date:
- Research Org.:
- Bridger Photonics, Inc., Bozeman, MT (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 2221940
- Patent Number(s):
- 11692900
- Application Number:
- 17/408,886
- Assignee:
- Bridger Photonics, Inc. (Bozeman, MT)
- DOE Contract Number:
- AR0000544
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 08/23/2021
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Kreitinger, Aaron Thomas, and Thorpe, Michael James. Apparatuses and methods for anomalous gas concentration detection. United States: N. p., 2023.
Web.
Kreitinger, Aaron Thomas, & Thorpe, Michael James. Apparatuses and methods for anomalous gas concentration detection. United States.
Kreitinger, Aaron Thomas, and Thorpe, Michael James. Tue .
"Apparatuses and methods for anomalous gas concentration detection". United States. https://www.osti.gov/servlets/purl/2221940.
@article{osti_2221940,
title = {Apparatuses and methods for anomalous gas concentration detection},
author = {Kreitinger, Aaron Thomas and Thorpe, Michael James},
abstractNote = {Embodiments of the disclosure are drawn to apparatuses and methods for anomalous gas concentration detection. A spectroscopic system, such as a wavelength modulated spectroscopy (WMS) system may measure gas concentrations in a target area. However, noise, such as speckle noise, may interfere with measuring relatively low concentrations of gas, and may lead to false positives. A noise model, which includes a contribution from a speckle noise model, may be used to process data from the spectroscopic system. An adaptive threshold may be applied based on an expected amount of noise. A speckle filter may remove measurements which are outliers based on a measurement of their noise. Plume detection may be used to determine a presence of gas plumes. Each of these processing steps may be associated with a confidence, which may be used to determine an overall confidence in the processed measurements/gas plumes.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2023},
month = {7}
}
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