Sensor methods and apparatus

• US 20200137608A1
• Filed: 10/30/2019
• Published: 04/30/2020
• Est. Priority Date: 10/31/2018
• Status: Abandoned Application

• Current Assignee: Centrica PLC
• Original Assignee: Centrica PLC
• Inventors: Wright, Christopher John, LAWRENSON, Matthew, Beard, Tim
• Application Number:
  US16/669,349
• Publication Number:
  US 20200137608A1
• Time in Patent Office: Days
• CPC Class Codes: G01D 21/00 Measuring or testing not otherwise provided for
• CPC Class Codes: H04L 12/2823 Reporting information sensed by appliance or service execution status of appliance services in a home automation network device-related reporting H04L43/065; arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom H04Q9/00
• CPC Class Codes: H04L 12/2825 Reporting to a device located outside the home and the home network access arrangements H04L12/2856; for remote control or remote monitoring of applications H04L67/025; telephonic communication systems adapted for combination with telemetering systems H04M11/002
• CPC Class Codes: H04L 41/142 using statistical or mathematical methods
• CPC Class Codes: H04L 43/065 related to network devices
• CPC Class Codes: H04L 43/08 Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
• CPC Class Codes: H04L 43/0817 by checking functioning
• CPC Class Codes: H04L 67/12 specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
• CPC Class Codes: H04Q 2209/40 using a wireless architecture
• CPC Class Codes: H04Q 2209/86 Performing a diagnostic of the sensing device
• CPC Class Codes: H04Q 9/00 Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
• CPC Class Codes: H04W 24/10 Scheduling measurement reports ; Arrangements for measurement reports
• CPC Class Codes: H04W 4/029 Location-based management or tracking services
• CPC Class Codes: H04W 4/38 for collecting sensor information
• CPC Class Codes: H04W 4/70 Services for machine-to-machine communication [M2M] or machine type communication [MTC]
• CPC Class Codes: H04W 84/18 Self-organising networks, e.g. ad-hoc networks or sensor networks

Abstract

There are described methods and systems for identifying an operative state of a device using sensor signatures and for identifying such sensor signatures. The methods may comprise determining, from a received plurality of sensor signals and received device operation information, a sensor signature comprising values of a combination of different measurable characteristics that are indicative of an operative state of a device; and associating the determined sensor signature with attributes of a training space. Such sensor signatures may be used to identify the operative state of a device or appliance in a monitoring space.

Claims

1. A method of identifying a sensor signature indicative of an operative state of a device, the method comprising:

providing a plurality of sensors in a training space, each sensor operable to measure a different characteristic;

determining the values of one or more attributes of the training space;

receiving a plurality of sensor signals, each sensor signal indicative of a different characteristic measured by one of the plurality of sensors in the training space;

receiving device operation information comprising the type and operative state of a device in the training space;

determining, from the received plurality of sensor signals and the received device operation information, a sensor signature comprising values of a combination of different measurable characteristics that are indicative of an operative state of the device;

associating the determined sensor signature with the determined values of the one or more attributes of the training space; and

storing the determined sensor signature together with the associated values of the one or more attributes.

2. The method of claim 1, wherein receiving device operation information comprises:

receiving a communication from the device in the training space, the communication comprising the operative state of the device in the training space.

3. The method of claim 1, wherein receiving device operation information comprises:

receiving a copy of a control command sent to the device in the training space.

4. A method of identifying the dependence of a sensor signature on attributes of a space, the method comprising:

performing the method of claim 1 in a first training space having a first set of values of one or more attributes to determine a first sensor signature comprising a first set of values of a combination of different measurable characteristics that are indicative of an operative state of a device that is associated with the first set of attributes;

performing the method of claim 1 in a second training space having a second set of values of the one or more attributes to determine a second sensor signature comprising a second set of values of the combination of different measurable characteristics that are indicative of the operative state of the device that is associated with the second set of values of the one or more attributes;

comparing the first set of values of the one or more attributes and the second set of values of the one or more attributes;

comparing the first sensor signature and the second sensor signature; and

correlating changes in each of the attributes with changes in the values of the different measurable characteristics of the sensor signatures.

5. A method of identifying the dependence of a sensor signature on attributes of a space, the method comprising:

performing the method of claim 1 in a first training space having a first set of values of one or more attributes to determine a first sensor signature comprising a first set of values of a combination of different measurable characteristics that are indicative of an operative state of a device that is associated with the first set of values of the one or more attributes;

altering one or more of the attributes of the first training space, to provide a second set of values of the one or more attributes;

performing the method of claim 1 in the first training space having the second set of values of the one or more attributes to determine a second sensor signature comprising a second set of values of the combination of different measurable characteristics that are indicative of the operative state of the device that is associated with the second set of values of the one or more attributes;

comparing the first set of values of the one or more attributes and the second set of values of the one or more attributes;

comparing the first sensor signature and the second sensor signature; and

correlating changes in each of the attributes with changes in the values of the different measurable characteristics of the sensor signatures.

6. A method according to claim 4 or 5, wherein the step of correlating changes in each of the attributes with changes in the values of the different measurable characteristics of the sensor signatures comprises:

identifying an attribute score for each of the attributes indicative of the sensitivity of the sensor signature to the attribute, based on the comparison of the first set of values of the different measurable characteristics and the second set of values of the different measurable characteristics and the comparison of the first set of values of the one or more attributes and the second set of values of the one or more attributes.

7. A method according to claim 1, further comprising identifying the operative state of a device in a monitoring space by:

determining the values of the one or more attributes for the monitoring space;

receiving a plurality of sensor signals, each sensor signal indicative of a different characteristic measured in the monitoring space;

identifying the determined sensor signature as being relevant to the monitoring space based on a comparison of the values of the one or more attributes for the training space and the values of the one or more attributes for the monitoring space;

comparing the plurality of sensor signals to the determined sensor signature; and

identifying an operative state of a device in the space based on the comparison.

16. The method of claim 1, wherein the one or more attributes of the training or monitoring space are selected from the list comprising:

spatial dimensions of the space or floorplan(s);

electromagnetic resonance profile of the space;

acoustic behaviour of the space;

ambient temperature or thermal signature of the space.

8. A method of identifying the operative state of a device in a monitoring space, the method comprising:

determining the values of one or more attributes of the monitoring space;

receiving a set of sensor signatures, each signature comprising values of a plurality of different measurable characteristics that are indicative of an operative state of a device;

selecting, from the set of sensor signatures, a subset of relevant sensor signatures based on the values of the one or more attributes of the monitoring space;

receiving a plurality of sensor signals, each sensor signal indicative of a different characteristic measured in the monitoring space;

comparing the plurality of sensor signals to the subset of relevant sensor signatures; and

identifying an operative state of a device in the monitoring space based on the comparison.

9. A method according to claim 8, further comprising:

controlling the operative state of the device in the monitoring space based on the identification of the operative state of the device.

10. A method according to claim 8, further comprising:

outputting the identified operative state of the device in the monitoring space.

11. A method according to claim 8, further comprising:

calculating a utility consumption rate based on the identified operative state of the device, such as electricity, gas or water consumption.

12. A method according to claim 8, wherein the step of comparing the plurality of sensor signals to the determined sensor signature or the subset of relevant sensor signatures comprises:

identifying the difference between each measured characteristic and the value of the corresponding measurable characteristic in the determined sensor signature or the subset of relevant sensor signatures.

13. A method according to claim 8, wherein identifying the determined sensor signature as being relevant to the monitoring space or selecting a subset of relevant sensor signatures comprises:

calculating for each sensor signature a similarity score based on a comparison of the associated values of the one or more attributes of the sensor signature and the values of the one or more attributes of the monitoring space.

15. A method according claim 13, wherein identifying the determined sensor signature as being relevant to the monitoring space or selecting a subset of relevant sensor signatures comprises:

selecting for a particular operative state of a device in the monitoring space the sensor signature having either;

the highest similarity score of a plurality of sensor signatures; and

/or

a similarity score that is higher than a predetermined similarity threshold.

14. (canceled)

17-19. -19. (canceled)

20. A monitoring device for identifying the operative state of a device in a monitoring space, the device comprising:

an interface operable to;

receive signals indicative of the values of one or more attributes of the monitoring space; and

receive a plurality of sensor signals, each sensor signal indicative of a different characteristic measured in the monitoring space;

a memory storing a set of sensor signatures, each signature comprising values of a plurality of different measurable characteristics that are indicative of an operative state of a device;

a processor operable to;

select, from the set of sensor signatures, a subset of relevant sensor signatures based on the values of the one or more attributes of the monitoring space;

compare the plurality of sensor signals to the subset of relevant sensor signatures; and

identify an operative state of a device in the monitoring space based on the comparison.

21. A monitoring device according to claim 20, wherein:

the processor is further operable to;

select a control command for the device based on the identified operative state of the device; and

a communication interface operable to;

send to the device the control command.

22. A monitoring device according to claim 20, further comprising:

an interface operable to output details of the identified operative state of the device in the monitoring space.

23. A monitoring device according to claim 20, wherein the processor is further operable to:

calculate a utility consumption rate based on the identified operative state of the device.

24. A monitoring device according to claim 20, wherein the processor is operable to compare the plurality of sensor signals to the determined sensor signature or the subset of relevant sensor signatures by:

identifying the difference between each measured characteristic and the value of the corresponding measurable characteristic in the determined sensor signature or the subset of relevant sensor signatures.

25. (canceled)