CPC F24F 11/37 (2018.01) [G06N 3/08 (2013.01); F24F 11/64 (2018.01)] | 20 Claims |
1. A method comprising:
receiving, by a system and from a sensor at a property, sensor data indicating an event in a heating, ventilation, and air conditioning (“HVAC”) system that provides conditioned air to the property and generates HVAC system data that reflects an attribute of the HVAC system;
receiving, by the system and from the HVAC system, HVAC data;
receiving, by the system, data indicating that the property is unoccupied;
determining, by the system and using the sensor data and the HVAC data, that at least one of one or more components in the HVAC system likely failed;
in response to determining that the at least one of the one or more components in the HVAC system likely failed and receiving the data indicating that the property is unoccupied, causing, by the system and using the sensor data and the HVAC data, performance of an action, wherein causing performance of the action comprises:
initiating, while the property is unoccupied, a test of the HVAC system; and
training, using second sensor data captured during the test, a model to indicate the likely failure of the at least one of the one or more components.
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