System and method for electric patterns discovery

• US 8,412,491 B2
• Filed: 07/30/2010
• Issued: 04/02/2013
• Est. Priority Date: 08/24/2009
• Status: Active Grant

• Current Assignee: Accenture Global Services Limited (Accenture PLC)
• Original Assignee: Accenture Global Services Limited (Accenture PLC)
• Inventors: Souilmi, Younes
• Primary Examiner(s): Bui, Bryan
• Application Number:
  US12/847,678
• Publication Number:
  US 20110046904A1
• Time in Patent Office: 977 Days
• Field of Search: 702/188, 702/62, 700/291, 700/295
• US Class Current: 702/188
• CPC Class Codes: G01D 2204/14 Displaying of utility usage with respect to time, e.g. for monitoring evolution of usage or with respect to weather conditions
• CPC Class Codes: G01D 2204/45 Utility meters networked together within a single building
• CPC Class Codes: G01D 4/004 Remote reading of utility meters to a fixed location
• CPC Class Codes: G01R 22/10 using digital techniques
• CPC Class Codes: Y02B 90/20 Smart grids as enabling technology in buildings sector smart grids supporting the management or operation of end-user stationary applications in general, or like technologies with no associated climate change mitigation effect Y04S20/00
• CPC Class Codes: Y04S 20/30 Smart metering, e.g. specially adapted for remote reading

Abstract

A system and method for analyzing a customer load and/or generation profile in order to disaggregate the customer load and/or generation profile is provided. The analysis of the customer load and/or customer generation profile may thereby determine the one or more devices that are operating and that contribute to the customer load and/or generation profile. In this way, the system and method may automatically analyze the customer load and/or generation profile in order to determine the one or more devices that contribute to the load and/or generation profile.

Claims

1. A system for detecting activation of at least one appliance of a plurality of appliances of different types, the system comprising:

a plurality of customer premises, each of the customer premises comprising;

a sensor configured to generate a customer load profile indicating an overall load of the plurality of appliances; and

communication functionality for communicating the customer load profile to a utility management system, and

the utility management system configured to;

receive the customer load profile from the sensor;

compare at least part of the customer load profile with a reference pattern corresponding to each of the at least one appliance;

determine, based on the comparison, for a predetermined time period, times in which the each of the at least one appliance is operating at the customer premises;

determine an amount of electricity used by the at least one appliance during the predetermined period;

determine a modified operation of the at least one appliance;

determine a modified amount of electricity the at least one appliance would use in the modified operation during the predetermined period; and

communicate both the amount and the modified amount to the customer premises for comparison.

2. The system of claim 1, wherein the utility management system further comprises at least one database for storing the reference pattern;

and wherein the utility management system uses the at least one database in order to disaggregate the customer load profile into a subset of loads and to identify the one or more appliances operating at the customer premises.

3. The system of claim 2, wherein the reference pattern comprises a known load pattern, the known load pattern being correlated to an appliance;

wherein the utility management system compares at least a part of the known load pattern with at least a part of the customer load profile.

4. The system of claim 3, wherein the customer load profile comprises a customer electricity load profile;

and wherein the utility management system determines one or more electrical appliances that are operating at the customer premises.

5. The system of claim 4, wherein the utility management system further comprises a feature extractor to extract one or more features from the customer load profile.

6. The system of claim 5, wherein the one or more features comprises “

on”

/“

off”

steps, events time-pattern, and steady state variations; and

wherein the utility management system further comprises a pattern recognition engine, the pattern recognition engine using the one or more features in order to determine which appliance is operating at the customer premises, the pattern recognition engine comparing the one or more features with one or more features of known load patterns.

7. The system of claim 1, wherein the utility management system is further configured to:

determine a cost of the amount and a modified cost of the modified amount; and

communicate the cost and modified cost to the customer premises.

8. The system of claim 1, wherein the utility management system generates an operating appliance model based on the times in which the each of the at least one appliance is operating at the customer premises, the operating appliance model receiving input of a selected time and generating an output indicative of which appliances are operating at the selected time.

9. The system of claim 8, wherein the utility management system further comprises a demand response system;

and wherein the demand response system receives as input the appliances operating at the customer premises at the selected time.

10. The system of claim 1, wherein the customer premises further comprises a generation sensor configured to provide a customer generation profile indicative of electricity generated at the customer premises;

and wherein the utility management system is further configured to determine, based on the customer generation profile, whether one or more generators are.

11. The system of claim 10, wherein the utility management system further determines how much power is generated by the one or more generators that are active.

12. A method for detecting activation of at least one appliance of a plurality of appliances of different types, comprising:

receiving by a utility management system a customer load profile, the customer load profile being generated by sensor monitoring an overall load drawn by the plurality of appliances to provide the customer load profile indicating the monitored overall load of the appliances at a customer premises;

comparing by the utility management system at least part of the customer load profile with a reference pattern corresponding to each of the at least one appliance;

determining by the utility management system, based on the comparison, for a predetermined time period, times in which the each of the at least one appliance is operating at the customer premises;

determining by the utility management system an amount of electricity used by the at least one appliance during the predetermined period;

determining by the utility management system a modified operation of the at least one appliance;

determining by the utility management system a modified amount of electricity the at least one appliance would use in the modified operation during the predetermined period; and

communicating by the utility management system both the amount and the modified amount to the customer premises for comparison.

13. The method of claim 12, further comprising;

determining a cost of the amount and a modified cost of the modified amount; and

communicating the cost and modified cost to the customer premises.

14. The method of claim 12, further comprising generating an operating appliance model based on the times in which the each of the at least one appliance is operating at the customer premises, the operating appliance model receiving input of a selected time and generating an output indicative of which appliances are operating at the selected time.

15. The method of claim 14, wherein the utility management system further comprises a demand response system;

and further comprising receiving, by the demand response system, as input the appliances operating at the customer premises at the selected time.

16. The method of claim 12, further comprising:

receiving a customer generation profile indicative of electricity generated at a customer premises; and

determining, based on the customer generation profile, whether one or more generators are active.

17. The method of claim 16, further comprising determining how much power is generated by the one or more generators that are active.

18. A utility management system for detecting activation of at least one appliance of a plurality of appliances of different types, comprising:

an interface configured to receive a customer load profile and a customer generation profile, the customer load profile being generated by sensor monitoring of an overall load drawn by the plurality of appliances to provide the customer load profile indicating the monitored overall load of the appliances at a customer premises, the customer generation profile indicative of electricity generated at the customer premises; and

at least one processor in communication with the interface and configured to;

compare at least part of the customer load profile with a reference pattern corresponding to the at least one appliance;

determine, based on the comparison, for a predetermined time period, times in which the at least one appliance is operating at the customer premises; and

determine, based on the customer generation profile, whether one or more generators are active at the customer premises.

19. The system of claim 18, wherein the processor is further configured to:

determine a modified operation of the appliance;

determine a modified amount of electricity used by the appliance in the modified operation; and

send the modified amount to the customer premises.

20. The system of claim 18, wherein the processor is further configured to generate an operating appliance model based on the times in which the each of the at least one appliance is operating at the customer premises, the operating appliance model receiving input of a selected time and generating an output indicative of which appliances are operating at the selected time.

21. The system of claim 18, wherein the processor is further configured to

identify a specific model of a generator;

and

determine whether the power generator is faulty by comparing an amount of power generated by the specific generator with a predetermined amount of power expected to be generated by the specific generator.

22. A utility management system for detecting activation of at least one appliance of a plurality of appliances of different types, comprising:

an interface configured to receive a customer load profile, the customer load profile being generated by sensor monitoring an overall load drawn by the plurality of appliances to provide the customer load profile indicating the monitored overall load of the appliances at a customer premises; and

at least one processor in communication with the interface and configured to;

compare at least part of the customer load profile with a reference pattern corresponding to each of said at least one appliance,

determine, based on the comparison, whether at least one the appliances is active;

determine a modified operation of the at least one of the appliances;

determine a modified amount of electricity used by the at least one of the appliances in the modified operation; and

communicate, via the interface, the modified amount to the customer premises.