Real property monitoring systems and methods for detecting damage and other conditions
First Claim
1. A real property monitoring system, comprising:
- a plurality of sensors fixedly disposed at respective locations at a building, each sensor monitoring a respective dynamic, physical characteristic associated with the building, and at least some of the plurality of sensors being fixedly attached to the building;
a user interface via which the real property monitoring system and end-users of the real property monitoring system communicate;
a data storage entity communicatively connected to the plurality of sensors and storing dynamic characteristic data that is indicative of respective dynamic, physical characteristics detected by the plurality of sensors, the dynamic characteristic data generated based upon signals transmitted by the plurality of sensors;
a network interface via which third-party input is received by the real property monitoring system, the third-party input including digitized information that is descriptive of an event impacting the building;
one or more processors; and
a damage detection module comprising a set of computer-executable instructions stored on one or more memories, wherein the set of computer-executable instructions, when executed by the one or more processors, cause the system to;
train, by utilizing the third-party input and the dynamic characteristic data corresponding to the building, an analytics model that is predictive of one or more conditions associated with the building;
apply the trained-analytics model to at least one of the dynamic characteristic data corresponding to the building or additional characteristic data corresponding to the building to thereby discover at least one of the one or more conditions associated with the building, the at least one of the one or more conditions including particular damage to the building that is associated with the event; and
cause an indication of the particular damage to the building to be transmitted to at least one of a remote computing device or a user interface.
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Accused Products
Abstract
Machine learning systems, methods, and techniques for detecting damage and/or other conditions associated with a building, land, structure, or other real property using a real property monitoring system are disclosed. The property monitoring system is used in conjunction with machine learning techniques to determine and/or predict various conditions associated with the real property, including particular damage thereto, e.g., based upon dynamic characteristic data obtained via on-site sensors, static characteristic data, third-party input descriptive of an event impacting the building, etc. Accordingly, damage and/or loss associated with the building/real property is more quickly and/or accurately ascertained so that suitable mitigation techniques may be applied. In some scenarios, previously undetectable or uncharacterized damage and/or other conditions may be discovered and mitigated.
41 Citations
20 Claims
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1. A real property monitoring system, comprising:
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a plurality of sensors fixedly disposed at respective locations at a building, each sensor monitoring a respective dynamic, physical characteristic associated with the building, and at least some of the plurality of sensors being fixedly attached to the building; a user interface via which the real property monitoring system and end-users of the real property monitoring system communicate; a data storage entity communicatively connected to the plurality of sensors and storing dynamic characteristic data that is indicative of respective dynamic, physical characteristics detected by the plurality of sensors, the dynamic characteristic data generated based upon signals transmitted by the plurality of sensors; a network interface via which third-party input is received by the real property monitoring system, the third-party input including digitized information that is descriptive of an event impacting the building; one or more processors; and a damage detection module comprising a set of computer-executable instructions stored on one or more memories, wherein the set of computer-executable instructions, when executed by the one or more processors, cause the system to; train, by utilizing the third-party input and the dynamic characteristic data corresponding to the building, an analytics model that is predictive of one or more conditions associated with the building; apply the trained-analytics model to at least one of the dynamic characteristic data corresponding to the building or additional characteristic data corresponding to the building to thereby discover at least one of the one or more conditions associated with the building, the at least one of the one or more conditions including particular damage to the building that is associated with the event; and cause an indication of the particular damage to the building to be transmitted to at least one of a remote computing device or a user interface. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer-implemented method of detecting damage and other conditions at a building, the method comprising:
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monitoring, using a plurality of sensors included in a real property monitoring system, a plurality of dynamic, physical characteristics associated with the building, the plurality of sensors fixedly disposed at respective locations at the building and at least some of the plurality of sensors being fixedly attached to the building; storing, in a data storage entity included in the real property monitoring system, dynamic characteristic data that is indicative of the plurality of dynamic, physical characteristics associated with the building and monitored by the plurality of sensors, the dynamic characteristic data generated based upon signals transmitted by the plurality of sensors; obtaining, via a network interface of the real property monitoring system, input whose content is generated by a third-party, the network interface excluded from a set of user interfaces via which end-users of the real property monitoring system communicate with the real-property monitoring system, and the third-party input including digital data that is descriptive of an event impacting the building; training, by an information processor of the real property monitoring system and by using the third-party input and the dynamic characteristic data of the building, an analytics model that is predictive of one or more conditions associated with the building; applying, by the information processor, the trained, analytics model to at least one of the dynamic characteristic data corresponding to the building or additional characteristic data corresponding to the building, thereby discovering at least one of the one or more conditions associated with the building, the at least one of the one or more conditions including particular damage to the building that is associated with the event; and transmitting an indication of the particular damage to the building to at least one of a remote computing device or a user interface. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification