IP Library Granted Patent US 11,418,032
Granted Patent B2
US 11,418,032 · App. 16/918,622 · Granted Aug 16, 2022

Energy monitoring system

Inventors: Arjun Saroya (Oakland, CA); Stuart James Woolley (Ennistymon, IE); Liam Relihan (Limerick, IE)
Assignee: Willdan Energy Co.
H02J3/14G01R22/10H02J3/28H02J3/46H02J13/00007H02J2310/14
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Quick Facts
Patent No.
US 11,418,032
App. No.
16/918,622
Granted
Aug 16, 2022
Kind
B2
Abstract

An energy monitoring system is provided including a device such as an inductive clamp associated with an electric circuit and configured to measure current load of the electric circuit and an energy monitoring device. The energy monitoring device comprises a processor and a memory including computer program code, the memory and the computer programming code configured to, with the processor, cause the monitoring device to receive circuit data including the measured current from the inductive clamp, determine a Power Set for one or more intermittent loads associated with the electric circuit based at least in part on the circuit data, determine a solution for the circuit data based on determined Solution Sets of the Power Set, and determine an energy usage for an appliance based on the solution.

Claims (51)

1. An energy monitoring system comprising:

a device associated with an electric circuit and configured to measure current load of the electric circuit; and

an energy monitoring device comprising a processor and a memory including computer program code, the memory and the computer programming code configured to, with the processor, cause the monitoring device to:

receive circuit data including the measured current from the device;

determine a Power Set for one or more intermittent loads associated with the electric circuit based at least in part on the circuit data;

determine a solution for the circuit data based on determined Solution Sets of the Power Set; and

determine an energy usage for an appliance based on the solution.

2. The energy monitoring system of claim 1 , further comprising:

a wireless gateway configured to receive the circuit data from the device and transmit the circuit data to the monitoring device using wireless communication.

3. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

determine a base load for the circuit; and

exclude the base load from further analysis.

4. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

apply a transient or noise filter to the circuit data.

5. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

determine the intermittent loads for the electrical circuit.

6. The energy monitoring system of claim 1 , wherein determining the Solution Sets for the one or more intermittent loads further comprises applying switch rationalization to the intermittent loads.

7. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

interpolate for missing data in the circuit data.

8. The energy monitoring system of claim 1 , wherein determining the solution comprises applying data locking to the current data.

9. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

calculate an RMSD between the circuit data and the Solution Sets.

10. The energy monitoring system of claim 1 , wherein determining the solution comprises applying switch clamping heuristic in response to multiple Solution Sets.

11. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

determine retrofit power savings based on the energy use of the appliance and a retrofit energy use for the appliance.

12. The energy monitoring system of claim 11 , wherein the memory and the computer program code are further configured to:

cause the retrofit power savings and the power use of the appliance to be displayed on a user interface.

13. The energy monitoring system of claim 1 , wherein the memory and the computer program code are further configured to:

compare the energy use or RMSD for the appliance to a threshold energy use or threshold RMSD for the appliance; and

cause an alert in response to the energy use or RMSD for the appliance exceeding a threshold energy use or threshold RMSD for the appliance.

14. An energy monitoring device comprising:

a processor and a memory including computer program code, the memory and the computer programming code configured to, with the processor, cause the monitoring device to:

receive circuit data including the measured current from a device associated with an electric circuit and configured to measure current drawn by the electric circuit, wherein the circuit data is received via a wireless gateway configured to wirelessly communicate the circuit data from the device to the energy monitoring device;

determine a Power Set for one or more intermittent loads associated with the electric circuit based at least in part on the circuit data;

determine a solution for the circuit data based on determined Solution Sets of the Power Set;

determine an energy usage for an appliance based on the solution; and

determine a retrofit power savings based on the energy usage for the appliance and a retrofit energy use for the appliance.

15. The energy monitoring device of claim 14 , wherein the memory and the computer program code are further configured to:

determine the intermittent loads for the electrical circuit, and

wherein determining the Solution Sets for the one or more intermittent loads further comprises applying switch rationalization to the intermittent loads.

16. The energy monitoring device of claim 14 , wherein the memory and the computer program code are further configured to:

interpolate for missing data in the circuit data; and

apply data locking to the current data.

17. The energy monitoring device of claim 14 , wherein determining the solution comprises applying switch clamping heuristic in response to multiple potential power solutions.

18. The energy monitoring device of claim 14 , wherein the memory and the computer program code are further configured to:

calculate an RMSD between the circuit data and the Solution Sets.

19. The energy monitoring device of claim 14 , wherein the memory and the computer program code are further configured to:

compare the energy use or RMSD for the appliance to a threshold energy use or RMSD for the appliance; and

cause an alert in response to the energy use or threshold RMSD for the appliance exceeding a threshold energy use or threshold RMSD for the appliance.

20. The energy monitoring device of claim 14 , wherein the memory and the computer program code are further configured to:

determine a cost savings based on the retrofit power savings.

Assignments (5)
RELEASE OF SECURITY INTEREST Recorded Oct 25, 2023
From: BMO BANK N.A., AS AGENT
To: WILLDAN ENERGY CO.
Reel/Frame 065339/0705 →
SECURITY INTEREST Recorded Oct 2, 2023
From: INTEGRAL ANALYTICS, INC.
To: BMO BANK N.A., AS AGENT
Reel/Frame 065089/0468 →
SECURITY INTEREST Recorded Feb 7, 2023
From: WILLDAN ENERGY CO.
To: BMO HARRIS BANK N.A., AS AGENT
Reel/Frame 062617/0593 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 3, 2022
From: SAROYA, ARJUN; WOOLLEY, STUART JAMES; RELIHAN, LIAM
To: LIME ENERGY CO.
Reel/Frame 058526/0915 →
CHANGE OF NAME Recorded Jan 3, 2022
From: LIME ENERGY CO.
To: WILLDAN ENERGY CO.
Reel/Frame 058570/0509 →
Continuity (3)
Continuation 16052315 · Aug 1, 2018
Provisional Application 62541220 · Aug 4, 2017
Related Publication 20200335971A1 · Oct 22, 2020