IP Library Granted Patent US 11,431,601
Granted Patent B2
US 11,431,601 · App. 16/635,974 · Granted Aug 30, 2022

System and methods for providing waveforms over wireless systems from power monitors

Inventor: Jonathan Chu (Mountain View, CA)
Assignee: VERDIGRIS TECHNOLOGIES, INC.
H04L43/10G01R21/133G06Q50/06H04L12/10H04W4/38
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Quick Facts
Patent No.
US 11,431,601
App. No.
16/635,974
Granted
Aug 30, 2022
Kind
B2
Abstract

A method of monitoring power systems over a wireless network protocol. The method includes receiving input waveform data containing a power event, capturing a pair of windows of the waveform data proximate to the power event, determining a hash for each of the pairs of window of waveform data, comparing each determined hash of each of the pair of windows to a library of hashes of previously encountered events, and based on the comparison of each determined hash of each pair of windows, transmitting the raw waveform of at least one of the pair windows over the wireless network protocol to an event detection system.

Claims (40)

1. A method of monitoring power systems over a wireless network protocol, the method comprising:

receiving input waveform data containing a power event;

capturing a pair of windows of the waveform data proximate to the power event;

determining a hash for each of the pairs of window of waveform data;

comparing each determined hash of each of the pair of windows to a library of hashes of previously encountered events;

based on the comparison of each determined hash of each pair of windows, transmitting a raw waveform of at least one of the pair windows over the wireless network protocol to an event detection system; and

conducting event detection through a statistical comparison of received waveform hashes and waveform statistics to baseline parameters to flag the power event when the raw waveform is not within the baseline parameters.

2. The method of claim 1 , wherein the transmitting the raw waveform of at least one of the pair windows over the wireless network comprises:

transmitting the raw waveform over the wireless network protocol in response to a determination that the determined hash is different from every hash in the library of hashes.

3. The method of claim 1 , further comprising transmitting a stored hash of a previously encountered event and at least one waveform characteristic of the waveform data of at least one of the pairs of windows in response to a determination that the stored hash of the previously encountered event matches the determined hash of the waveform data of the at least one of the pairs of windows.

4. The method of claim 1 , wherein the capturing a pair of windows comprises:

capturing a first window of waveform data leading up to the event; and

capturing a second window of waveform data leading up to the event.

5. The method of claim 1 , wherein the power event is detected based on a statistical change in the waveform data.

6. The method of claim 1 , wherein the capturing the pair of windows of the waveform data proximate to the power event comprises detecting a statistical characteristic of the waveform data in each of the pair of windows.

7. The method of claim 1 , wherein the capturing the pair of windows of the waveform data proximate to the power event comprises generating a folded statistical sample of all waveforms captured during each pair of windows, each folded statistical sample providing a “heartbeat” signal representative of the waveform data of each window of the pair of windows.

8. The method of claim 1 , further comprising comparing the determined hash of one of the pair of windows to the determined hash of the other of the pair of windows and calculating waveform statistics based on the comparison of the determined hash of one of the pair of windows to the determined hash of an other of the pair of windows.

9. The method of claim 8 , further comprising transmitting the calculated waveform statistics over the wireless network protocol to an event detection system based on the comparison of the determined hash of one of the pair of windows to the determined hash of the other of the pair of windows.

10. The method of claim 8 , further comprising determining to not transmit the waveform has of either window of the pair of windows based on a determination that the determined hash of the one of the pair of windows has not changed from the determined hash of the other of the pair of windows.

11. An energy monitor system, comprising:

a sensor array coupled to a power system; and

a processor, configured to:

receive input waveform data containing a power event from the sensor array;

capture a pair of windows of the waveform data proximate to the power event;

determine a hash for each of the pairs of window of waveform data;

compare each determined hash of each of the pair of windows to a library of hashes of previously encountered events;

based on the comparison of each determined hash of each pair of windows, transmit a raw waveform of at least one of the pair windows over a wireless network protocol to an event detection system; and

conduct event detection through a statistical comparison of received waveform hashes and waveform statistics to baseline parameters to flag the power event when the raw waveform is not within the baseline parameters.

12. The system of claim 11 , wherein the transmitting the raw waveform of at least one of the pair windows over the wireless network comprises:

transmitting the raw waveform over the wireless network protocol in response to a determination that the determined hash is different from every hash in the library of hashes.

13. The system of claim 12 , further comprising transmitting a stored hash of a previously encountered event and at least one waveform characteristic of the waveform data of at least one of the pairs of windows in response to a determination that the stored hash of the previously encountered event matches the determined hash of the waveform data of the at least one of the pairs of windows.

14. The system of claim 13 , wherein the capturing a pair of windows comprises:

capturing a first window of waveform data leading up to the event; and

capturing a second window of waveform data leading up to the event.

15. The system of claim 14 , wherein the power event is detected based on a statistical change in the waveform data.

16. The system of claim 15 , wherein the capturing the pair of windows of the waveform data proximate to the power event comprises detecting a statistical characteristic of the waveform data in each of the pair of windows.

17. The system of claim 16 , wherein the capturing the pair of windows of the waveform data proximate to the power event comprises generating a folded statistical sample of all waveforms captured during each pair of windows, each folded statistical sample providing a “heartbeat” signal representative of the waveform data of each window of the pair of windows.

18. The system of claim 17 , further comprising comparing the determined hash of one of the pair of windows to the determined hash of the other of the pair of windows and calculating waveform statistics based on the comparison of the determined hash of one of the pair of windows to the determined hash of an other of the pair of windows.

19. The system of claim 18 , further comprising transmitting the calculated waveform statistics over the wireless network protocol to an event detection system based on the comparison of the determined hash of one of the pair of windows to the determined hash of the other of the pair of windows.

20. The system of claim 19 , further comprising determining to not transmit the waveform has of either window of the pair of windows based on a determination that the determined hash of the one of the pair of windows has not changed from the determined hash of the other of the pair of windows.

Assignments (3)
RELEASE OF SECURITY INTEREST Recorded Jun 25, 2025
From: SILICON VALLEY BANK
To: VERDIGRIS TECHNOLOGIES, INC.
Reel/Frame 071524/0722 →
SECURITY INTEREST Recorded Aug 10, 2021
From: VERDIGRIS TECHNOLOGIES, INC.
To: SILICON VALLEY BANK
Reel/Frame 057130/0714 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 16, 2020
From: CHU, JONATHAN
To: VERDIGRIS TECHNOLOGIES, INC.
Reel/Frame 054671/0945 →
Continuity (2)
Provisional Application 62543312 · Aug 9, 2017
Related Publication 20210144077A1 · May 13, 2021