Multispectral sensor based alert condition detector
An optical detector device may receive a spectroscopic measurement from a multispectral sensor. The optical detector device may determine, based on the spectroscopic measurement, a particulate size of a particulate. The optical detector device may determine, based on the spectroscopic measurement, an identification of the particulate. The optical detector device may determine, based on the particulate size and the identification of the particulate, that an alert condition is satisfied. The optical detector device may trigger an alert based on determining that the alert condition is satisfied.
1. A method comprising:
transmitting, by a multispectral sensor device, a beam toward a volume for spectroscopic measurement;
receiving, by the multispectral sensor device, a reflection of the beam based on transmitting the beam toward the volume for spectroscopic measurement;
determining, by the multispectral sensor device, a spectroscopic measurement of particulate matter in the volume for spectroscopic measurement;
classifying, by the multispectral sensor device, the spectroscopic measurement into a particular classification using a spectroscopic classification model;
determining, by the multispectral sensor device, that the spectroscopic measurement indicates that an alert condition is satisfied based on classifying the spectroscopic measurement into the particular classification;
performing, by the multispectral sensor device, an alert action to indicate the alert condition;
logging, by the multispectral sensor device, information regarding the spectroscopic measurement; and
providing, by the multispectral sensor device and at a subsequent time, an output of a log storing the logged information regarding the spectroscopic measurement.
2. The method of claim 1 , wherein performing the alert action comprises at least one of:
providing an alert regarding a fire,
providing an alert regarding a pollution condition,
providing an alert regarding an air quality condition
providing an indication of a medical condition, or
altering a setting of a device based on a water turbidity condition.
3. The method of claim 1 , wherein classifying the spectroscopic measurement comprises:
classifying the spectroscopic measurement based on at least one of:
a size of the particulate matter,
a concentration of the particulate matter, or
a type of the particulate matter.
4. The method of claim 1 , further comprising:
drawing, using an inflow device of the multispectral sensor device, air and particulate matter into the volume.
5. The method of claim 1 ,
wherein the multispectral sensor device includes a housing, and
wherein the volume is of the housing.
6. The method of claim 1 , wherein the reflection of the beam is received via multiple channels.
7. The method of claim 1 , wherein classifying the spectroscopic measurement comprises:
classifying the spectroscopic measurement based on a size of the particulate matter.
8. A device, comprising:
one or more memories; and
one or more processors, coupled to the one or more memories, configured to:
determine a spectroscopic measurement of particulate matter in a volume for spectroscopic measurement;
classify the spectroscopic measurement into a particular classification using a spectroscopic classification model;
determine that the spectroscopic measurement indicates that an alert condition is satisfied based on classifying the spectroscopic measurement into the particular classification;
perform an alert action to indicate the alert condition;
log information regarding the spectroscopic measurement; and
provide, at a subsequent time, an output of a log storing the logged information regarding the spectroscopic measurement.
9. The device of claim 8 , wherein the one or more processors, to perform the alert action, are configured to:
provide an alert regarding a fire,
provide an alert regarding a pollution condition,
provide an alert regarding an air quality condition
provide an indication of a medical condition, or
alter a setting based on a water turbidity condition.
10. The device of claim 8 , wherein the one or more processors, to classify the spectroscopic measurement, are configured to:
classify the spectroscopic measurement based on a size associated with the particulate matter.
11. The device of claim 8 , wherein the one or more processors are further configured to:
draw air and the particulate matter into the volume.
12. The device of claim 8 ,
wherein the device includes a housing, and
wherein the volume is of the housing.
13. The device of claim 8 , wherein the one or more processors are further configured to
receive, for the spectroscopic measurement, a reflection of a beam via multiple channels.
14. The device of claim 8 , wherein the logged information comprises one or more of a spectra, a type of fire, or a type of the alert action.
15. A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:
one or more instructions that, when executed by one or more processors of a device, cause the device to:
transmit a beam toward a volume for spectroscopic measurement;
receive a reflection of the beam based on transmitting the beam toward the volume for spectroscopic measurement;
determine a spectroscopic measurement of particulate matter in the volume for spectroscopic measurement;
determine that the spectroscopic measurement indicates that an alert condition is satisfied;
perform an alert action to indicate the alert condition; and
provide an output of a log storing logged information regarding the spectroscopic measurement.
16. The non-transitory computer-readable medium of claim 15 , wherein the one or more instructions, that cause the device to perform the alert action, cause the device to:
provide an alert regarding a fire,
provide an alert regarding a pollution condition,
provide an alert regarding an air quality condition
provide an indication of a medical condition, or
alter a setting based on a water turbidity condition.
17. The non-transitory computer-readable medium of claim 15 , wherein the one or more instructions further cause the device to:
classify the spectroscopic measurement based on a concentration of the particulate matter.
18. The non-transitory computer-readable medium of claim 15 , wherein the one or more instructions further cause the device to:
draw, using an inflow device of the device, air and the particulate matter into the volume.
19. The non-transitory computer-readable medium of claim 15 ,
wherein the device includes a housing, and
wherein the volume is of the housing.
20. The non-transitory computer-readable medium of claim 15 , wherein the logged information comprises a growth rate of fire.