Disaggregation of gas load to determine gas appliance performance
Techniques determine if an appliance having a fixed-rate of gas-consumption is degrading over time. In one example, a flowrate of gas at a service site is obtained. The flowrate of gas is disaggregated to obtain a flowrate of gas corresponding to an appliance having a generally fixed-rate of gas-consumption. The flowrate of gas of the appliance is compared to historical gas consumption by the appliance. Based at least in part on the comparing, it may be determined that performance of the appliance has changed over time. For example, the gas consumption of a hot water tank may increase due to mineral build-up in the bottom of the tank. Responsive to the determined degradation of the appliance, warnings may be sent, repairs may be made, and/or appliance(s) may be replaced.
1. A method, comprising:
obtaining a first flowrate of gas from a device at a service site;
disaggregating the first flowrate of gas to obtain a second flowrate of gas corresponding to an appliance having a generally fixed-rate of gas consumption, wherein the disaggregating comprises:
anticipating an increase in consumption of the appliance, wherein the increase in consumption is due to an ageing process of the appliance; and
recognizing gas consumption of the appliance in the disaggregation based in part on the anticipated increase in consumption of the appliance due to the ageing process;
comparing the second flowrate of gas corresponding to the appliance to a historical gas consumption by the appliance;
determining, based at least in part on the comparing, that performance of the appliance has changed over time;
generating a notification, based at least in part on the determining that the performance of the appliance has changed over time; and
transmitting the notification to another device.
2. The method of claim 1 , wherein the disaggregating, comparing and determining are performed at:
a server at a central office; or
a data processing component of the device at the service site.
3. The method of claim 1 , wherein obtaining the first flowrate of gas at the service site comprises:
obtaining data regarding time between switch closures;
obtaining data regarding a number of switch closures over time; or
obtaining data from a metrology device that can directly measure the first flowrate of gas.
4. The method of claim 1 , wherein the historical gas consumption by the appliance comprises:
a record of gas consumption and a record of corresponding environmental conditions.
5. The method of claim 1 , additionally comprising:
selecting the historical gas consumption by the appliance based at least in part on environmental conditions.
6. The method of claim 1 , wherein comparing the second flowrate of gas corresponding to the appliance to the historical gas consumption by the appliance comprises:
compensating for differences in environmental conditions at times the second flowrate of gas and the historical gas consumption by the appliance were measured.
7. The method of claim 1 , wherein determining that the performance of the appliance has changed over time comprises:
determining that a duration of a period of usage has increased compared to the historical gas consumption by the appliance.
8. The method of claim 1 , wherein determining that the performance of the appliance has changed over time comprises:
determining that a time between periods of usage has decreased compared to the historical gas consumption by the appliance.
9. The method of claim 1 , wherein determining that the performance of the appliance has changed over time comprises:
determining that an amplitude of usage has increased compared to the historical gas consumption by the appliance.
10. The method of claim 1 , wherein determining that the performance of the appliance has changed over time comprises:
determining that a peak amplitude of usage has increased compared to the historical gas consumption by the appliance.
11. The method of claim 1 , wherein the transmitting the notification to another device comprises transmitting the notification to an in-home device.
12. A headend device, comprising:
a processor;
a network connection; and
one or more computer-readable media storing computer-executable instructions that, when executed by the processor, configure the headend device to perform operations comprising:
obtaining a first flowrate of gas;
disaggregating the first flowrate of gas to obtain a second flowrate of gas corresponding to an appliance having a generally fixed-rate of gas consumption, wherein the disaggregating comprises:
anticipating an increase in consumption of the appliance, wherein the increase in consumption is due to an ageing process of the appliance; and
recognizing gas consumption of the appliance in the disaggregation based in part on the anticipated increase in consumption of the appliance due to the ageing process;
comparing the second flowrate of gas corresponding to the appliance to a historical gas consumption by the appliance;
determining, based at least in part on the comparing, that performance of the appliance has changed over time;
generating a notification, based at least in part on the determining that performance of the appliance has changed over time; and
transmitting the notification to another device.
13. The headend device as recited in claim 12 , wherein disaggregating the first flowrate of gas comprises:
adjusting a disaggregation function based at least in part on historical data indicating a change in gas consumption of the appliance over time.
14. The headend device as recited in claim 12 , wherein the appliance is located at a first service point, and wherein the comparing additionally comprises:
comparing the second flowrate of gas corresponding to the appliance to a gas consumption by a second appliance at a second service point.
15. The headend device as recited in claim 12 , wherein the historical gas consumption by the appliance comprises at least one of:
an ambient air temperature;
an incoming gas temperature; and
an incoming water temperature.
16. One or more computer-readable media storing computer-executable instructions that, when executed by one or more processors, configure a computing device to perform acts comprising:
obtaining a first flowrate of gas;
disaggregating the first flowrate of gas to obtain a second flowrate of gas corresponding to an appliance having a generally fixed-rate of gas consumption, wherein the disaggregating comprises:
anticipating an increase in consumption of the appliance, wherein the increase in consumption is due to an ageing process of the appliance; and
recognizing gas consumption of the appliance in the disaggregation based in part on the anticipated increase in consumption of the appliance due to the ageing process;
comparing the second flowrate of gas corresponding to the appliance to a historical gas consumption by the appliance;
determining, based at least in part on the comparing, that performance of the appliance has changed over time;
generating a notification, based at least in part on the determination; and
transmitting the notification to another device.
17. One or more computer-readable media as recited in claim 16 , wherein determining that performance of the appliance has changed over time comprises:
determining that a duration of a period of usage has increased compared to the historical gas consumption by the appliance.
18. One or more computer-readable media as recited in claim 16 , wherein determining that performance of the appliance has changed over time comprises:
determining that a time between periods of usage has decreased compared to the historical gas consumption by the appliance.
19. One or more computer-readable media as recited in claim 16 , wherein determining that performance of the appliance has changed over time comprises:
determining that an amplitude of usage has increased compared to the historical gas consumption by the appliance.
20. One or more computer-readable media as recited in claim 16 , wherein the historical gas consumption by the appliance comprises at least one of:
an ambient air temperature;
an incoming gas temperature; and
an incoming water temperature.
21. The method of claim 1 , wherein determining that performance of the appliance has changed over time additionally comprises:
determining that the performance of the appliance has changed over time is based at least in part on:
a duration of a period of usage;
a time between periods of usage; and
an amplitude of usage;
determining that the duration of the period of usage has increased compared to the historical gas consumption by the appliance;
determining that the time between periods of usage has decreased compared to the historical gas consumption by the appliance; and
determining that the amplitude of usage has increased compared to the historical gas consumption by the appliance.