Power monitoring and analysis system for identifying and tracking individual electrical devices
View Patent ↗Methods and mechanisms for processing a plurality of electrical parameters of a common alternating current service that supplies power for multiple electrical devices. In an embodiment, an instance data structure is identified based on a data set which is generated from samples of an alternating current service, the instance data structure corresponding to an on-off cycle of an electrical device. Based on the instance data structure, a contribution by the on-off cycle is subtracted from the data set to determine a residual data set. In another embodiment, the residual data set is processed to determine whether the residual data set includes a contribution by an on-off cycle of another electrical device.
1. A method comprising:
identifying a data set generated based on sampling at legs of an alternating current service, the legs providing a common power supply a plurality of electrical devices;
with a processor and a memory, identifying, based on said data set, a first instance data structure corresponding to a first on-off cycle of a first electrical device of the plurality of electrical devices, the first instance data structure including:
first data characterizing a start section of the first on-off cycle;
second data characterizing a middle section of the first on-off cycle; and
third data characterizing an end section of the first on-off cycle;
based on the identifying the first instance data structure, subtracting from the data set a contribution by the first on-off cycle, wherein the subtracting the contribution results in a residual data set; and
determining whether the residual data set includes a contribution by any on-off cycle of another electrical device of the plurality of electrical devices, wherein the first on-off cycle and the any on-off cycle each start with a respective step change event of a corresponding electrical device and ends with a respective step change event of the corresponding electrical device.
2. The method of claim 1 wherein identifying the first instance structure includes identifying an indication in the data set of a step change event of the first electrical device.
3. The method of claim 2 , further comprising iteratively performing operations each to subtract a contribution by a respective on-off cycle of the plurality of electrical devices.
4. The method of claim 1 , further comprising decomposing an instance data structure into two instance data structures.
5. The method of claim 1 wherein identifying the first instance data structure is based on a match error between the first instance data structure and a device structure, said match error indicating an association of said first instance data structure with said device structure.
6. The method of claim 5 , further comprising consolidating the first instance data structure with the device structure based on a measurement confidence parameter of the first instance structure.
7. The method of claim 1 , wherein the data set includes a plurality of reports generated approximately once per alternating current cycle of the alternating current service, the plurality of reports each including multiple respective electrical parameters, wherein each of the respective multiple respective electrical parameters is based on a respective plurality of sample values.
8. The method of claim 1 , further comprising identifying a composite structure characterizing behavior of multiple electrical devices of the plurality of electrical devices.
9. A non-transitory computer-readable storage medium having stored thereon instructions which, when executed by one or more processors, cause the one or more processors to perform a method comprising:
identifying a data set generated based on sampling at legs of an alternating current service, the legs providing a common power supply for a plurality of electrical devices;
identifying, based on said data set, a first instance data structure corresponding to a first on-off cycle of a first electrical device of the plurality of electrical devices, the first instance data structure including:
first data characterizing a start section of the first on-off cycle;
second data characterizing a middle section of the first on-off cycle; and
third data characterizing an end section of the first on-off cycle;
based on the identifying the first instance data structure, subtracting from the data set a contribution by the first on-off cycle, wherein the subtracting the contribution results in a residual data set; and
determining whether the residual data set includes a contribution by any on-off cycle of another electrical device of the plurality of electrical devices, wherein the first on-off cycle and the any on-off cycle each start with a respective step change event of a corresponding electrical device and ends with a respective step change event of the corresponding electrical device.
10. The non-transitory computer-readable storage medium of claim 9 wherein identifying the first instance structure includes identifying an indication in the data set of a step change event of the first electrical device.
11. The non-transitory computer-readable storage medium of claim 10 , the method further comprising iteratively performing operations each to subtract a contribution by a respective on-off cycle of the plurality of electrical devices.
12. The non-transitory computer-readable storage medium of claim 9 , the method further comprising decomposing an instance data structure into two instance data structures.
13. The non-transitory computer-readable storage medium of claim 9 wherein identifying the first instance data structure is based on a match error between the first instance data structure and a device structure, said match error indicating an association of said first instance data structure with said device structure.
14. The non-transitory computer-readable storage medium of claim 9 , the method further comprising consolidating the first instance data structure with the device structure based on a measurement confidence parameter of the first instance structure.
15. The non-transitory computer-readable storage medium of claim 9 , wherein the data set includes a plurality of reports generated approximately once per alternating current cycle of the alternating current service, the plurality of reports each including multiple respective electrical parameters, wherein each of the respective multiple respective electrical parameters is based on a respective plurality of sample values.
16. The non-transitory computer-readable storage medium of claim 9 , the method further comprising identifying a composite structure characterizing behavior of multiple electrical devices of the plurality of electrical devices.