Identifying device state changes using power data and network data

An electrical panel, comprising:

• a first electrical main that provides power to devices in a building, the devices in the building comprising a first device and a second device;
• a first sensor configured to measure an electrical property of the first electrical main;
• and
• at least one computer comprising at least one processor and at least one memory, the at least one computer configured to:
• obtain a power monitoring signal from the first sensor;
• determine a state of the first device by (1) processing a first power event in the power monitoring signal with a plurality of power models to generate a score for each power model of the plurality of power models, and (2) selecting the state of the first device from a plurality of possible states for the first device using the scores;
• receive a first network packet, wherein the first network packet was transmitted by the second device;
• determine, using information in the first network packet, that the first network packet was sent by the second device;
• and
• select, using the information in the first network packet, the state of the second device from a plurality of possible states for the second device.

A power meter, comprising:

• a first electrical main that provides power to devices in a building, the devices in the building comprising a first device and a second device;
• a first sensor configured to measure an electrical property of the first electrical main;
• and
• at least one computer comprising at least one processor and at least one memory, the at least one computer configured to:
• obtain a power monitoring signal from the first sensor;
• determine a state of the first device by (1) processing a first power event in the power monitoring signal with a plurality of power models to generate a score for each power model of the plurality of power models, and (2) selecting the state of the first device from a plurality of possible states for the first device using the scores;
• receive a first network packet, wherein the first network packet was transmitted by the second device;
• determine, using information in the first network packet, that the first network packet was sent by the second device;
• and
• select, using the information in the first network packet, the state of the second device from a plurality of possible states for the second device.