CPC G01N 33/0075 (2013.01) [G01M 3/16 (2013.01); G01W 1/10 (2013.01); G06F 30/28 (2020.01)] | 13 Claims |
1. A greenhouse gas emission analysis (GGEA) system, comprising:
at least one memory configured to store a plume model; and
at least one processor configured to execute stored instructions to perform actions comprising:
receiving gas concentration measurements from gas sensors communicatively coupled to the GGEA system;
receiving wind measurements from wind sensors communicatively coupled to the GGEA system;
convolving the gas concentration measurements and the wind measurements into valid event records; and
predicting a location and leak rate of a gas leak within a worksite based at least in part on the valid event records and the plume model, comprising, for each potential gas leak location and each potential gas leak rate:
summing, for each gas sensor of the gas sensors, a cost function value that compares a gas concentration measurement of the gas sensor from a valid event record with a gas concentration predicted for the gas sensor by the plume model using, as input, at least the potential gas leak location, the potential gas leak rate, a location of the gas sensor, and wind measurements of the valid event record; and
selecting the potential gas leak location and the potential gas leak rate that yields a lowest summed cost function value as the predicted location and leak rate of the gas leak.
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