Methods and systems for monitoring devices in a power distribution system

• US 10,145,903 B2
• Filed: 08/09/2013
• Issued: 12/04/2018
• Est. Priority Date: 08/09/2013
• Status: Active Grant

• Current Assignee: ABB Schweiz AG (ABB Limited)
• Original Assignee: ABB Schweiz AG (ABB Limited)
• Inventors: Valdes, Marcelo Esteban, Papallo, Jr., Thomas Frederick, Hill, III, Theodore Drummond, Smith, Jeremy David
• Primary Examiner(s): Breene, John
• Assistant Examiner(s): ISLAM, MOHAMMAD K
• Application Number:
  US13/963,642
• Publication Number:
  US 20150046122A1
• Time in Patent Office: 1,943 Days
• CPC Class Codes: G01R 31/086 in power transmission or distribution networks, i.e. with interconnected conductors
• CPC Class Codes: G01R 31/12 Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing G01R31/08, G01R31/327 and G01R31/72 take precedence; measuring in plasmas G01R19/0061; measuring dielectric constants G01R27/2617; ESD, EMC or EMP testing of circuits G01R31/002
• CPC Class Codes: G01R 31/40 Testing power supplies testing photovoltaic devices H02S50/10
• CPC Class Codes: G01R 31/50 Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections testing of sparking plugs H01T13/58
• CPC Class Codes: Y04S 10/52 Outage or fault management, e.g. fault detection or location

Abstract

Methods and systems for monitoring devices in a power distribution system are described. In one example, a method for use in a power distribution system including a plurality of devices is described. The method includes receiving a plurality of data signals associated with the power distribution system, determining a measurement error value associated with the power distribution system based on the plurality of data signals, comparing the determined measurement error value to a dynamic threshold, and generating an alert when the determined measurement error value exceeds the dynamic threshold.

Claims

1. A method for identifying non-fault anomaly in a power distribution system including a plurality of circuit protection devices and sensors, said method comprising:

receiving, by a controller, a plurality of data signals from a plurality of current sensors associated with the power distribution system, wherein each data signal of the plurality of data signals represents an electrical current measured between electrical nodes of the power distribution system by a respective current sensor of the plurality of current sensors;

summing, by the controller, for a first node of the power distribution system, and based on the received plurality of data signals, electrical current into and out of the first node;

if the electrical current summation of the first node does not equal an expected measurement error value, comparing, by the controller, the electrical current summation of the first node with a fault threshold;

tripping, by the controller, one or more circuit breakers if the electrical current summation of the first node exceeds the fault threshold;

if the electrical current summation is less than the fault threshold and above the expected measurement error value, determining, by the controller, a measurement error value associated with the power distribution system as a ratio of the electrical current summation of the first node to a value of one or more of the plurality of data signals;

determining, by the controller, a dynamic threshold, wherein;

(i) the dynamic threshold represents a threshold measurement error value associated with a predetermined fixed probability of the non-fault anomaly, and

(ii) a value of the dynamic threshold varies as a function of a value of at least one of the plurality of data signals;

comparing, by the controller, the determined measurement error value to the dynamic threshold;

identifying, by the controller, at least one of the plurality of circuit protection devices and sensors affected by the non-fault anomaly when the determined measurement error value exceeds the dynamic threshold; and

activating, by the controller, an alert when the determined measurement error value exceeds the dynamic threshold to enable a user to investigate a cause of the non-fault anomaly and the at least one of the plurality of circuit protection devices and sensors affected by the non-fault anomaly, wherein the alert includes at least one of a visible alert and an audible alert.

2. A method in accordance with claim 1, further comprising determining, based at least in part on the plurality of data signals, a probability distribution of the probability that an error is caused by a non-fault anomaly in the distribution system.

3. A method in accordance with claim 2, further comprising determining the dynamic threshold based at least in part on a fixed probability threshold and the probability distribution.

4. A method in accordance with claim 1, wherein receiving a plurality of data signals comprises receiving a plurality of data signals including real-time data signals.

5. A method in accordance with claim 1, further comprising:

analyzing the plurality of data signals when the determined measurement error value exceeds the dynamic threshold; and

determining, by the controller, at least one of the cause of the non-fault anomaly and a recommended course of action to remedy the non-fault anomaly based on the analysis.

6. A method in accordance with claim 1, further comprising replacing at least one component of the power distribution system in response to the alert.

7. A controller for a power distribution system including a plurality of circuit protection devices and sensors, said controller comprising:

at least one input for receiving a plurality of data signals from a plurality of current sensors of the power distribution system, wherein each data signal of the plurality of data signals represents an electrical current measured at a node of the power distribution system by a respective current sensor of the plurality of current sensors,

a processor; and

a memory device coupled to said processor, said memory device containing executable instructions that, when executed by said processor, cause the controller to;

sum, by the controller, for a first node of the power distribution system, and based on the received plurality of data signals, electrical current into and out of the first node;

if the electrical current summation of the first node does not equal an expected measurement error value, compare, by the controller, the electrical current summation of the first node with a fault threshold;

trip, by the controller, one or more circuit breakers if the electrical current summation of the first node exceeds the fault threshold;

if the electrical current summation is less than the fault threshold and above the expected measurement error value, determine, by the controller, a measurement error value associated with the power distribution system as a ratio of the electrical current summation of the first node to a value of one or more of the plurality of data signals;

determine a dynamic threshold, wherein;

(i) the dynamic threshold represents a threshold measurement error value associated with a predetermined fixed probability of a non-fault anomaly, and

(ii) a value of the dynamic threshold varies as a function of a value of at least one of the plurality of data signals;

compare the determined measurement error value to the dynamic threshold;

identify at least one of the plurality of circuit protection devices and sensors affected by the non-fault anomaly when the determined measurement error value exceeds the dynamic threshold; and

activate an alert when the determined measurement error value exceeds the dynamic threshold to enable a user to investigate a cause of the non-fault anomaly and the at least one of the plurality of circuit protection devices and sensors affected by the non-fault anomaly, wherein the alert includes at least one of a visible alert and an audible alert.

8. A controller in accordance with claim 7, wherein said memory device contains executable instructions that further cause the controller to determine, based at least in part on the plurality of data signals, a probability distribution of the probability that an error is caused by a non-fault anomaly in the distribution system.

9. A controller in accordance with claim 8, wherein said memory device contains executable instructions that further cause the controller to determine the dynamic threshold based at least in part on a fixed probability threshold and the probability distribution.

10. A controller in accordance with claim 7, wherein the plurality of data signals comprise real-time data signals.

11. A. controller in accordance with claim 7, wherein said memory device contains executable instructions that further cause the controller to:

analyze the plurality of data signals when the determined measurement error value exceeds the dynamic threshold; and

determine at least one of the cause of the non-fault anomaly and a recommended course of action to remedy the non-fault anomaly based on the analysis.

12. A power distribution system comprising:

a plurality of current sensors configured to output a plurality of data signals, each data signal of the plurality of data signals representing an electrical current measured at a node of the power distribution system by a respective current sensor of the plurality of current sensors; and

a controller comprising;

at least one input for receiving the plurality of data signals from said plurality of current sensors;

a processor; and

a memory device coupled to said processor, said memory device containing executable instructions that, when executed by said processor, cause the controller to;

sum, by the controller, for a first node of the power distribution system, and based on the received plurality of data signals, electrical current into and out of the first node;

if the electrical current summation of the first node does not equal an expected measurement error value, compare, by the controller, the electrical current summation of the first node with a fault threshold;

trip, by the controller, one or more circuit breakers if the electrical current summation of the first node exceeds the fault threshold;

if the electrical current summation is less than the fault threshold and above the expected measurement error value, determine, by the controller, a measurement error value associated with at least one sensor as a percentage of a value of one or more of the plurality of data signals;

determine a dynamic threshold, wherein;

(i) the dynamic threshold represents a threshold measurement error value associated with a predetermined fixed probability of a non-fault anomaly, and

(ii) a value of the dynamic threshold varies as a function of a value of at least one of the plurality of data signals;

compare the determined measurement error value to the dynamic threshold;

identify at least one of said plurality of current sensors affected by the non-fault anomaly when the determined measurement error value exceeds the dynamic threshold; and

activate an alert when the determined measurement error value exceeds the dynamic threshold to enable the user to investigate a cause of the non-fault anomaly and the at least one of said plurality of current sensors affected by the non-fault anomaly, wherein the alert includes at least one of a visible alert and an audible alert.

13. A power distribution system in accordance with claim 12, wherein said memory device contains executable instructions that further cause said controller to determine, based at least in part on the plurality of data signals, a probability distribution of the probability that an error is caused by a non-fault anomaly in the distribution system.

14. A power distribution system in accordance with claim 12, wherein said memory device contains executable instructions that further cause said controller to determine the dynamic threshold based at least in part on a fixed probability threshold and the probability distribution.

15. A power distribution system in accordance with claim 12, wherein said memory device contains executable instructions that further cause said controller to:

analyze the plurality of data signals when the determined measurement error value exceeds the dynamic threshold; and

determine at least one of the cause of the non-fault anomaly and a recommended course of action to remedy the non-fault anomaly based on the analysis.