US Patent 10360779 Occupancy simulation within a monitored property

A monitoring system includes one or more sensors, one or more connected electronic, and a monitor control unit that is configured to receive sensor data from the one or more sensors, determine usage data that reflects a level of usage of the one or more connected electronic devices, receive occupancy data that reflects an occupancy level of the property, train a predictive model that is configured to determine a likely occupancy level of the property, receive, at a current time and from the one or more sensors, current sensor data, determine, at the current time, current usage data that reflects a current level of usage of the one or more connected electronic devices, apply the current usage data and the current sensor data to the predictive model, determine a likely current occupancy level of the property, determine that the likely current occupancy level of the property is unexpected, and perform an action.