IP Library › Granted Patent US 12,546,057
Granted Patent B1
US 12,546,057 · App. 18/047,488 · Granted Feb 10, 2026

Appliance monitoring sensors

Inventors: Matthew Flachsbart (Fort Worth, TX); Benjamin D. Ethington (Savannah, TX); Wayne M. Hartman (Pocatello, ID); Kade L. Scott (Scottsdale, AZ)
Assignee: United Services Automobile Association (USAA)
D06F58/30G01K3/005G01K13/00D06F34/28D06F58/02D06F58/50D06F2101/00D06F2105/58
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Quick Facts
Patent No.
US 12,546,057
App. No.
18/047,488
Granted
Feb 10, 2026
Kind
B1
Abstract

Sensor units that includes a power source, a communication interface, and a sensor coupled to the power source and the communication interface. The sensor is calibrated to connect the power source to the communication interface upon an occurrence of a condition in an appliance. The sensor, thereby, permits the communication interface to transmit data indicating the condition to a computing device. Methods, systems, and apparatus, for monitoring such sensor units.

Claims (37)

1 . A system comprising:

at least one processor; and

a data store coupled to the at least one processor having instructions stored thereon which, when executed by the at least one processor, causes the at least one processor to perform operations comprising:

receiving, from each of a plurality of sensors, a series of discrete data transmissions, each data transmission including a serial number of one of the plurality of sensors, wherein each of the plurality of sensors are configured to monitor different parameters of an appliance;

identifying transmission patterns of the series of discrete data transmissions;

determining, based on the transmission patterns, that a set of the sensors are indicating a possible abnormal operating condition of the appliance;

determining based on the sensors in the set that the appliance is malfunctioning; and

in response to determining the appliance is malfunctioning, sending an alert to a user device.

2 . The system of claim 1 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, or a dryer thermostat temperature sensor.

3 . The system of claim 1 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, and a dryer thermostat temperature sensor.

4 . The system of claim 1 , wherein determining that the appliance is malfunctioning comprises determining that a number of sensors in the set of the sensors meets or exceeds a predetermined number of sensors.

5 . The system of claim 4 , wherein the predetermined number of sensors is at least three sensors.

6 . The system of claim 1 , wherein determining that the appliance is malfunctioning comprises determining that the set of the sensors comprises a combination of two or more specific sensors from among the plurality of sensors.

7 . The system of claim 6 , wherein the combination comprises at least one temperature sensor and at least one pressure sensor.

8 . A computer-implemented appliance monitoring method executed by at least one processor, the method comprising:

receiving, from each of a plurality of sensors, a series of discrete data transmissions, each data transmission including a serial number of one of the plurality of sensors, wherein each of the plurality of sensors are configured to monitor different parameters of an appliance;

identifying transmission patterns of the series of discrete data transmissions;

determining, based on the transmission patterns, that a set of the sensors are indicating a possible abnormal operating condition of the appliance;

determining based on the sensors in the set that the appliance is malfunctioning; and

in response to determining the appliance is malfunctioning, sending an alert to a user device.

9 . The method of claim 8 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, or a dryer thermostat temperature sensor.

10 . The method of claim 8 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, and a dryer thermostat temperature sensor.

11 . The method of claim 8 , wherein determining that the appliance is malfunctioning comprises determining that a number of sensors in the set of the sensors meets or exceeds a predetermined number of sensors.

12 . The method of claim 11 , wherein the predetermined number of sensors is at least three sensors.

13 . The method of claim 8 , wherein determining that the appliance is malfunctioning comprises determining that the set of the sensors comprises a combination of two or more specific sensors from among the plurality of sensors.

14 . The method of claim 13 , wherein the combination comprises at least one temperature sensor and at least one pressure sensor.

15 . A non-transitory computer readable storage medium storing instructions that, when executed by at least one processor, cause the at least one processor to perform operations comprising:

receiving, from each of a plurality of sensors, a series of discrete data transmissions, each data transmission including a serial number of one of the plurality of sensors, wherein each of the plurality of sensors are configured to monitor different parameters of an appliance;

identifying transmission patterns of the series of discrete data transmissions;

determining, based on the transmission patterns, that a set of the sensors are indicating a possible abnormal operating condition of the appliance;

determining based on the sensors in the set that the appliance is malfunctioning; and

in response to determining the appliance is malfunctioning, sending an alert to a user device.

16 . The medium of claim 15 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, or a dryer thermostat temperature sensor.

17 . The medium of claim 15 , wherein the plurality of sensors comprise at least one of a dryer exhaust temperature sensor, a dryer exhaust pressure sensor, and a dryer thermostat temperature sensor.

18 . The medium of claim 15 , wherein determining that the appliance is malfunctioning comprises determining that a number of sensors in the set of the sensors meets or exceeds a predetermined number of sensors.

19 . The medium of claim 18 , wherein the predetermined number of sensors is at least three sensors.

20 . The medium of claim 15 , wherein determining that the appliance is malfunctioning comprises determining that the set of the sensors comprises a combination of two or more specific sensors from among the plurality of sensors.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 18, 2022
From: FLACHSBART, MATTHEW; ETHINGTON, BENJAMIN D.; HARTMAN, WAYNE M.; SCOTT, KADE L.
To: UIPCO, LLC
Reel/Frame 061459/0776 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 18, 2022
From: UIPCO, LLC
To: UNITED SERVICES AUTOMOBILE ASSOCIATION (USAA)
Reel/Frame 061459/0809 →
Continuity (3)
Continuation 17024166 · Sep 17, 2020
Continuation 15863012 · Jan 5, 2018
Provisional Application 62443211 · Jan 6, 2017
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