Air quality monitoring system and method
In one illustrative configuration, an air quality monitoring system may enable wide-scale deployment of multiple air quality monitors with high-confidence and actionable data is provided. Further, the air quality monitoring system may enable identifying a target emission from a plurality of potential sources at a site based on simulating plume models. The simulation of plume models may take into consideration various simulation parameters including wind speed and direction. Further, methods of determining a plume flux of a plume of emissions at a site, and methods of transmitting data from an air quality monitor are disclosed.
1. An inspection method for inspecting sources of emission of at least one target chemical at a site, the inspection method comprising:
providing a predominate air quality monitor comprising:
a first sensor responsive to a first target chemical from the at least one target chemical; and
a first location at which the predominate air quality monitor is located;
measuring a first concentration of the first target chemical by the predominate air quality monitor;
generating a first signal representative of the first concentration of the first target chemical;
providing a secondary air quality monitor comprising:
a second sensor responsive to a second target chemical from the at least one target chemical; and
a second location at which the secondary air quality monitor is located;
measuring a second concentration of the second target chemical at the secondary air quality monitor;
generating a second signal representative of the second concentration of the second target chemical;
identifying sources of emission of the first target chemical and the second target chemical with an analysis of the first signal and the second signal; and
inspecting with at least one sensing modalities, the sources of emission of the first target chemical and the second target chemical.
2. The inspection method of claim 1 , wherein inspecting with the at least one sensing modalities comprises:
the at least one sensing modalities comprising at least one of:
an aerial device, or
a satellite-based system.
3. The inspection method of claim 1 , wherein generating the first signal comprises:
the first signal representative of:
a first chemical spectral profile of the first target chemical; and
the second signal representative of:
a second chemical spectral profile of the second target chemical.
4. The inspection method of claim 3 and further comprising:
storing a reference target chemical spectral profile of the first target chemical and the second target chemical in a database.
5. The inspection method of claim 4 and further comprising:
analyzing the first chemical spectral profile and the second chemical spectral profile using reference target chemical spectral profile of the first target chemical and the second target chemical stored in the database with any one of:
a minimization method;
an inverse method; and
an inference method.
6. The inspection method of claim 1 , further comprising:
providing a connector communicatively coupled to the predominate air quality monitor and the secondary air quality monitor;
communicatively coupling a predominate weather station to the predominate air quality monitor and a secondary weather station to the secondary air quality monitor with the connector; and
transmitting a first weather reading and a second weather reading of a local weather from the predominate weather station and the secondary weather station, wherein the first weather reading and the second weather reading of the local weather comprises:
a wind speed; and
a wind direction.
7. The inspection method of claim 6 , and further comprising:
obtaining the first weather reading from the predominate weather station;
obtaining the second weather reading from the secondary weather station; and
modifying concentration of the first target chemical and the second target chemical according to the first weather reading and the second weather reading obtained from the predominate weather station and the secondary weather station.
8. The inspection method of claim 6 further comprising:
analyzing the first weather reading and the second weather reading to determine redundant or non-contributing weather reading from the first weather reading and the second weather reading; and
removing based on analyzing, at least one of:
the predominate weather station, and
the secondary weather station.
9. An inspection system for inspecting sources of emission of at least one target chemical at a site, the inspection system comprising:
a predominate air quality monitor comprising:
a first sensor responsive to a first target chemical from the at least one target chemical, wherein the first sensor configured to:
measure a first concentration of the first target chemical; and
generate a first signal representative of the first concentration of the first target chemical; and
a first location at which the predominate air quality monitor is located;
providing a secondary air quality monitor comprising:
a second sensor responsive to a second target chemical from the at least one target chemical, wherein the second sensor configured to:
measure a second concentration of the second target chemical; and
generate a second signal representative of second first concentration of the second target chemical; and
a second location at which the secondary air quality monitor is located;
a logic control system connected to the predominate air quality monitor and the secondary air quality monitor to:
identify sources of emission of the first target chemical and the second target chemical with an analysis of the first signal and the second signal; and
generate a trigger in indicating identification of the sources of emission of the first target chemical and the second target chemical; and
at least one sensing modalities communicably coupled to the logic control system, to:
inspect the sources of emission of the first target chemical and the second target chemical.
10. The inspection system of claim 9 , wherein the at least one sensing modalities comprises at least one of:
an aerial device, or
a satellite-based system.
11. The inspection system of claim 9 , wherein:
the first signal representative of:
a first target chemical spectral profile of the first target chemical; and
the second signal representative of:
a second target chemical spectral profile of the second target chemical.
12. The inspection system of claim 9 and further comprising:
a database connected to the logic control system and configured to store:
a reference target chemical spectral profile of the first target chemical and the second target chemical.
13. The inspection system of claim 12 , wherein the logic control system is configured to:
analyze the first target chemical spectral profile and the second target chemical spectral profile using reference target chemical spectral profile of the first target chemical and the second target chemical stored in the database with any one of:
a minimization method;
an inverse method; and
an inference method.
14. The inspection system of claim 9 and further comprising:
a connector to communicatively couple a predominate weather station to the predominate air quality monitor and a secondary weather station to the secondary air quality monitor with the connector;
wherein the predominate weather station and the secondary weather station transmits:
a first weather reading and a second weather reading of a local weather from the predominate weather station and the secondary weather station, wherein the first weather reading and the second weather reading of the local weather comprises:
a wind speed; and
a wind direction.
15. The inspection system of claim 14 , wherein the predominate air quality monitor and the secondary air quality monitor are configured to:
obtain the first weather reading from the predominate weather station;
obtain the second weather reading from the secondary weather station; and
modify concentration of the first target chemical and the second target chemical according to the first weather reading and the second weather reading obtained from the predominate weather station and the secondary weather station.
16. The inspection system of claim 15 , wherein the logic control system is configured to:
analyze the first weather reading and the second weather reading to determine redundant or non-contributing weather reading from the first weather reading and the second weather reading; and
remove based on analyzing, at least one of:
the predominate weather station, and
the secondary weather station.