Abstract: A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.

Abstract: Systems and techniques are described for alerting individuals of HVAC system issues in their home. In some implementations, a monitoring system monitors a property that includes sensors located throughout the property and generates sensor data. A monitor control unit receives thermostat data from a thermostat that indicates activity of the HVAC system and temperature history of the property. The monitor control unit applies the thermostat and the sensor data to an HVAC model that is trained using past sensor data, past thermostat data, past errors of the HVAC system. The monitor control unit determines an error of the HVAC system from the HVAC model output. The monitor control unit determines an action for likely correcting the error of the HVAC system. The monitor control unit provides, for output, data identifying the error of the HVAC system and the action for likely correcting the error of the HVAC system.

Abstract: In some implementations, a system can trigger an action to be performed at a property based on satisfaction of criteria related to location information and a connection status of a mobile computing device. Location information of the mobile computing device relative of a pre-defined geographic region including at least a portion of the property is initially obtained. A connection status of the mobile computing device for a short range wireless connection with a communication-enabled device within the property is then obtained. Criteria for an action at the property is then determined to be satisfied by the location information and the connection status of the mobile computing device. The action is finally triggered to be performed at the property in response to determining that criteria for the action is satisfied.

Abstract: Methods and systems including computer programs encoded on a computer storage medium, for receiving, for a multi-tenant dwelling unit (MDU), a map of the MDU, where the map includes locations corresponding to multiple sensors at the MDU and defines multiple sub-areas of the MDU, receiving sensor data from one or more sensors of the plurality of sensors, where the sensor data is indicative of a fire event at the MDU, determining, from the sensor data, one or more sub-areas of the multiple sub-areas included in the fire event, generating, based on the sensor data, a targeted fire event response for the one or more sub-areas of the multiple sub-areas of the MDU, and providing, to the one or more sub-areas of the multiple sub-areas, the targeted fire event response.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for temperature control. In some implementations, a method includes obtaining first temperature data associated with a first climate control component of a first dwelling of a property; obtaining second temperature data associated with a second climate control component of a second dwelling of the property; determining a leak effect between the first dwelling and the second dwelling using the first temperature data and the second temperature data; determining an instruction to adjust operation of the first climate control component using the leak effect; and providing the instruction to the first climate control component.

Abstract: Methods and systems including computer programs encoded on a computer storage medium, for receiving, for a multi-tenant dwelling unit (MDU), a map of the MDU, where the map includes locations corresponding to multiple sensors at the MDU and defines multiple sub-areas of the MDU, receiving sensor data from one or more sensors of the plurality of sensors, where the sensor data is indicative of a fire event at the MDU, determining, from the sensor data, one or more sub-areas of the multiple sub-areas included in the fire event, generating, based on the sensor data, a targeted fire event response for the one or more sub-areas of the multiple sub-areas of the MDU, and providing, to the one or more sub-areas of the multiple sub-areas, the targeted fire event response.

Abstract: A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.

Abstract: Techniques are described for using temperature data collected by wearable remote temperature sensor (WRTS) to augment temperature monitoring and adjustment by a temperature regulating device (TRD) within a property and thereby improving user comfort. In some implementations, a determination that a user is located within a property is made. A current body temperature of the user measured by a temperature sensor worn by the user is obtained. A reference body temperature of the user indicated by historical temperature data collected for the user is obtained. As determination to adjust to a set point temperature of a temperature regulating device located within the property is made. An instruction is then provided for out to the temperature regulating device that, when received, causes the temperature regulating device to adjust the set point temperature of the temperature regulating device in accordance with the determined adjustment.

Abstract: In some implementations, a system can trigger an action to be performed at a property based on satisfaction of criteria related to location information and a connection status of a mobile computing device. Location information of the mobile computing device relative of a pre-defined geographic region including at least a portion of the property is initially obtained. A connection status of the mobile computing device for a short range wireless connection with a communication-enabled device within the property is then obtained. Criteria for an action at the property is then determined to be satisfied by the location information and the connection status of the mobile computing device. The action is finally triggered to be performed at the property in response to determining that criteria for the action is satisfied.

Abstract: A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.

Abstract: Techniques are described for using temperature data collected by wearable remote temperature sensor (WRTS) to augment temperature monitoring and adjustment by a temperature regulating device (TRD) within a property and thereby improving user comfort. In some implementations, a determination that a user is located within a property is made. A current body temperature of the user measured by a temperature sensor worn by the user is obtained. A reference body temperature of the user indicated by historical temperature data collected for the user is obtained. As determination to adjust to a set point temperature of a temperature regulating device located within the property is made. An instruction is then provided for out to the temperature regulating device that, when received, causes the temperature regulating device to adjust the set point temperature of the temperature regulating device in accordance with the determined adjustment.

Abstract: In some implementations, a system can trigger an action to be performed at a property based on satisfaction of criteria related to location information and a connection status of a mobile computing device. Location information of the mobile computing device relative of a pre-defined geographic region including at least a portion of the property is initially obtained. A connection status of the mobile computing device for a short range wireless connection with a communication-enabled device within the property is then obtained. Criteria for an action at the property is then determined to be satisfied by the location information and the connection status of the mobile computing device. The action is finally triggered to be performed at the property in response to determining that criteria for the action is satisfied.

Abstract: Methods and systems including computer programs encoded on a computer storage medium, for receiving, for a multi-tenant dwelling unit (MDU), a map of the MDU, where the map includes locations corresponding to multiple sensors at the MDU and defines multiple sub-areas of the MDU, receiving sensor data from one or more sensors of the plurality of sensors, where the sensor data is indicative of a fire event at the MDU, determining, from the sensor data, one or more sub-areas of the multiple sub-areas included in the fire event, generating, based on the sensor data, a targeted fire event response for the one or more sub-areas of the multiple sub-areas of the MDU, and providing, to the one or more sub-areas of the multiple sub-areas, the targeted fire event response.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for energy reduction are disclosed. In one aspect, a method includes the actions of receiving data from a thermostat, an HVAC system, and one or more temperature sensors associated with a property. The actions further include generating an HVAC performance model based on the received data from the thermostat, the HVAC system, and the one or more temperature sensors associated with the property. The actions further include receiving user data indicating user presence and user preferences. The actions further include identifying an energy penalty score. The actions further include receiving weather data. The actions further include creating an energy routine based on the HVAC performance model, the user data, the identified energy penalty score, and the received weather data. The actions further include transmitting an instruction including the energy routine to one or more devices.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for energy reduction are disclosed. In one aspect, a method includes the actions of receiving data from a thermostat, an HVAC system, and one or more temperature sensors associated with a property. The actions further include generating an HVAC performance model based on the received data from the thermostat, the HVAC system, and the one or more temperature sensors associated with the property. The actions further include receiving user data indicating user presence and user preferences. The actions further include identifying an energy penalty score. The actions further include receiving weather data. The actions further include creating an energy routine based on the HVAC performance model, the user data, the identified energy penalty score, and the received weather data. The actions further include transmitting an instruction including the energy routine to one or more devices.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for mesh network connection quality testing. In some implementations, a method for mesh network connection quality testing includes transmitting, by a control unit of a monitoring system that is configured to monitor a property, test data to a first connected component of the monitoring system; in response to transmitting the test data, receiving, by the control unit, response data from the first connected component of the monitoring system; based on the response data, determining, by the control unit, a link quality indicator that reflects a strength of a connection between the control unit and the first connected component; and based on the link quality indicator, adjusting, by the control unit, one or more settings of the connection between the control unit and the first connected component.

Abstract: A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.

Abstract: Systems and techniques are described for alerting individuals of HVAC system issues in their home. In some implementations, a monitoring system monitors a property that includes sensors located throughout the property and generates sensor data. A monitor control unit receives thermostat data from a thermostat that indicates activity of the HVAC system and temperature history of the property. The monitor control unit applies the thermostat and the sensor data to an HVAC model that is trained using past sensor data, past thermostat data, past errors of the HVAC system. The monitor control unit determines an error of the HVAC system from the HVAC model output. The monitor control unit determines an action for likely correcting the error of the HVAC system. The monitor control unit provides, for output, data identifying the error of the HVAC system and the action for likely correcting the error of the HVAC system.

Abstract: In some implementations, a system can trigger an action to be performed at a property based on satisfaction of criteria related to location information and a connection status of a mobile computing device. Location information of the mobile computing device relative of a pre-defined geographic region including at least a portion of the property is initially obtained. A connection status of the mobile computing device for a short range wireless connection with a communication-enabled device within the property is then obtained. Criteria for an action at the property is then determined to be satisfied by the location information and the connection status of the mobile computing device. The action is finally triggered to be performed at the property in response to determining that criteria for the action is satisfied.

Abstract: A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.