Power quality event localization by multiple indexes

Patent metadata

Field	Value
Publication number	US-9568514-B2
Application number	US-201414293812-A
Country	US
Kind code	B2
Filing date	Jun 2, 2014
Priority date	May 19, 2014
Publication date	Feb 14, 2017
Grant date	Feb 14, 2017

Abstract

An apparatus includes an upstream/downstream probability module that determines, for each measurement point in an electrical power system, an upstream/downstream probability. The apparatus includes a zone module that identifies a plurality of zones within the power system and an upstream/downstream module that identifies, for each measurement point and for each zone, if a power quality event in a zone is upstream or downstream of a measurement point. The apparatus includes a zone probability module that determines a zone probability for each zone by multiplying the upstream probability or the downstream probability for each measurement point. The zone probability is a probability that the event happened in a zone. The zone probability module uses the upstream probability of a measurement point when the zone is upstream of the measurement point and uses the downstream probability when the zone is downstream of the measurement point.

First claim

What is claimed is:

1. An apparatus comprising:
an upstream/downstream probability module that determines, for each measurement point in an electrical power system, an upstream/downstream probability, an upstream/downstream probability comprising a probability that a power quality event was upstream of a measurement point and a probability that the power quality event was downstream of the measurement point, each measurement point within an electrical power system, the electrical power system comprising a plurality of measurement points;
a zone module that identifies a plurality of zones within the electrical power system, wherein a measurement point defines a boundary between zones in the electrical power system;
an upstream/downstream module that identifies, for each measurement point and for each zone, if a power quality event in a zone is upstream or downstream of a measurement point; and
a zone probability module that determines a zone probability for each zone, a zone probability comprising a probability that the event happened in a zone, the zone probability module determining a zone probability for a zone by multiplying the upstream probability or the downstream probability for each measurement point, wherein the zone probability module uses the upstream probability of a measurement point when the upstream/downstream module determines that the zone is upstream of the measurement point and uses the downstream probability of the measurement point when the upstream/downstream module determines that the zone is downstream of the measurement point,
wherein at least a portion of the upstream/downstream probability module, the zone module, the upstream/downstream module and the zone probability module comprise one or more of hardware and executable code, the executable code stored on one or more computer readable storage media.

2. The apparatus of claim 1 , further comprising a normalization module that normalizes each zone probability by dividing each zone probability by a sum of the zone probabilities determined by the zone probability module.

3. The apparatus of claim 1 , further comprising an index module that, for a measurement point, calculates a plurality of indexes for the power quality event, wherein the upstream/downstream probability module determines the upstream/downstream probability for the measurement point from the plurality of indexes for the measurement point, wherein each index of the plurality of indexes comprises a probability that the power quality event occurred upstream or downstream of the measurement point.

4. The apparatus of claim 3 , wherein the index module calculates an index for a measurement point by using an upstream/downstream prediction method that is based on measurement data taken at the at the measurement point, wherein each index of the plurality of indexes is calculated using a different upstream/downstream prediction method.

5. The apparatus of claim 3 , further comprising an index weighting module that multiplies each index of a measurement point by a weighting factor to create a plurality of weighted indexes, wherein the upstream/downstream probability module determines the upstream/downstream probability for the measurement point from the plurality of weighted indexes for the measurement point.

6. The apparatus of claim 5 , wherein a weighting factor for an index is based on one or more of:
an overall reliability of an upstream/downstream prediction method used to determine the index;
a reliability of an upstream/downstream prediction of the index based on measurement data of the power quality event measured at the measurement point;
experimentation;
simulation data; and
a power quality event type.

7. The apparatus of claim 1 , further comprising a power quality monitor at each measurement point and further comprising a synchronization module that sends a time of the event from a power quality monitor that detects the power quality event to each power quality monitor in the electrical power system, wherein the upstream/downstream probability module determines the upstream/downstream probability of a measurement point relative to the time of the event.

8. The apparatus of claim 7 , wherein each power quality monitor comprises a memory module that stores measurement data sufficient to include a time delay between the time of the event and when the memory module received the time of the event, wherein the memory module stores measurement data sufficient for the upstream/downstream probability module to determine the upstream/downstream probability of a measurement point.

9. The apparatus of claim 8 , wherein the memory module for a power quality monitor further stores pre-event data for a measurement point for a time prior to the earlier of:
a time corresponding to the time of the event received from another power quality monitor that detected the power quality event; and
a time corresponding to when the power quality monitor of the measurement point detects the power quality event.

10. The apparatus of claim 8 , wherein the memory module for a power quality monitor further stores one or more of event data and post-event data for a measurement point, the event data and post-event data from a time after the later of:
a time corresponding to the time of the event received from another power quality monitor that detected the power quality event; and
a time corresponding to when the power quality monitor of the measurement point detects the power quality event,

plus an amount of time sufficient for the upstream/downstream probability module to determine the upstream/downstream probability of a measurement point.

11. The apparatus of claim 7 , wherein the synchronization module further determines if a power quality event detected by a power quality monitor at a measurement point corresponds to a power quality event detected by a different power quality monitor at a different measurement point and merges the power quality event detected by the power quality monitor at the measurement point with the power quality event detected by the different power quality monitor at the different measurement point in response to the synchronization module determining that the events are the same power quality event.

12. The apparatus of claim 1 , further comprising a probability weighting module that multiplies each upstream probability or downstream probability for a measurement point used by the zone probability module by a probability weighting factor prior to the zone probability module determining a zone probability.

13. The apparatus of claim 12 , wherein the probability weighting factor is determined by one or more of:
a location of a zone with respect to a measurement point corresponding to the upstream probability or downstream probability;
a power quality event type;
an amount of current flow at the measurement point corresponding to the upstream probability or downstream probability;
criticality of loads fed by power lines at the measurement point corresponding to the upstream probability or downstream probability; and
historical data from previous determinations of zone probability in relation to determined causes for previous power quality events.

14. The apparatus of claim 1 , further comprising a zone probability module that compares the zone probabilities to determine a highest zone probability, wherein the zone probability module reports the zone with the highest zone probability as the zone where the event most likely occurred.

15. A method comprising:
determining, for each measurement point in an electrical power system, an upstream/downstream probability

Assignees

• Rockwell Automation Tech Inc

Inventors

• Li Linglai
• Tang Benfeng
• Discenzo Fredrick M
• Berman David
• Bush Phillip

Classifications

• H02H7/261

  involving signal transmission between at least two stations (transmission of signals in general H02H1/0061) · CPC title

• G01R19/2513 Primary

  Arrangements for monitoring electric power systems, e.g. power lines or loads; Logging · CPC title

• G06Q50/06

  Energy or water supply · CPC title

• G01R31/088

  Aspects of digital computing · CPC title

• H02H1/0092

  concerning the data processing means, e.g. expert systems, neural networks · CPC title