Method, system and apparatus for load shaving of a power grid and a tangible computer readable medium
First Claim
1. A system for load shaving of a power grid, comprising:
- at least one memory storing computer executable instructions;
at least one processor configured to be in communication with the memory; and
wherein the at least one processor executes the computer executable instructions, causing the system to;
form customer load profiles from behavior data of a plurality of power customers;
divide the power customers into a plurality of respective groups based on a comparison of the customer load profiles;
generate a load profile for each of the respective groups;
determine a respective peak-valley ratio for the load profile of each of the respective groups;
determine a respective correlation coefficient between the load profile for each of the respective groups and a system load profile for all the groups;
generate, based on the respective peak-valley ratio and the respective correlation coefficient of each of the respective groups, a plurality of respective load shaving strategies for each of the respective groups;
select, based on an optimization objective, a load shaving strategy for a power customer in one of the respective groups from the generated respective load shaving strategies for that respective group; and
generate load shaving for the power grid based on the selected load shaving strategy.
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Accused Products
Abstract
The present disclosure provides a system, method and apparatus for load shaving of a power grid, and a tangible computer readable medium. The system may comprise at least one processor; and at least one memory storing computer executable instructions. The at least one memory and computer executable instructions may be configured to, with the at least one processor, cause the system to profile behavior data for power customers to divide the power customers into at least one group; define, based on usage characteristic of each of the at least one group, a possible load shaving strategy for each of the at least one group; and perform load shaving analysis at least under constraint of the possible load shaving strategy for each of the at least one group, to provide a recommended load shaving strategy for each of the power customers.
11 Citations
30 Claims
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1. A system for load shaving of a power grid, comprising:
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at least one memory storing computer executable instructions; at least one processor configured to be in communication with the memory; and wherein the at least one processor executes the computer executable instructions, causing the system to; form customer load profiles from behavior data of a plurality of power customers; divide the power customers into a plurality of respective groups based on a comparison of the customer load profiles; generate a load profile for each of the respective groups; determine a respective peak-valley ratio for the load profile of each of the respective groups; determine a respective correlation coefficient between the load profile for each of the respective groups and a system load profile for all the groups; generate, based on the respective peak-valley ratio and the respective correlation coefficient of each of the respective groups, a plurality of respective load shaving strategies for each of the respective groups; select, based on an optimization objective, a load shaving strategy for a power customer in one of the respective groups from the generated respective load shaving strategies for that respective group; and generate load shaving for the power grid based on the selected load shaving strategy. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A method of load shaving of a power grid, the method comprising:
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forming, using a processor, customer load profiles from behavior data of a plurality of power customers; dividing, using the processor, the power customers into a plurality of respective groups based on a comparison of the customer load profiles; generating, using the processor, a respective load profile of each of the respective groups; determining, using the processor, a respective peak-valley ratio for each of the respective groups; determining, using the processor, a respective correlation coefficient between the respective load profile of each of the respective groups and a system load profile of all the respective groups; generating using the processor, a plurality of respective load shaving strategies for each of the respective groups, each of the plurality of respective load shaving strategies based on the respective peak-valley ratio and the respective correlation coefficient of each of the respective groups; selecting, using the processor, a load shaving strategy for a power customer in one of the respective groups from the generated respective load shaving strategies for that respective group, wherein the respective load shaving strategy is selected based on an optimization objective; and generating, using the processor, load shaving for the power grid based on the selected load shaving strategy. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26)
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27. An apparatus for load shaving of a power grid, the apparatus comprising:
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circuitry to form customer load profiles from behavior data of a plurality of power customers; circuitry to divide the power customers into a plurality of respective groups based on a comparison of the customer load profiles; circuitry to generate a respective load profile for each of the respective groups; circuitry to determine a respective peak-valley ratio for each of the respective groups; circuitry to determine a respective correlation coefficient between the respective load profile for each of the respective groups and a system load profile for all the groups; circuitry to generate, based on the respective peak-valley ratio and the respective correlation coefficient of each of the respective groups, a plurality of respective load shaving strategies for each of the respective groups; circuitry to select, based on an optimization objective, a load shaving strategy for a power customer in one of the respective groups from the generated respective load shaving strategies for that respective group; and circuitry to generate load shaving for the power grid based on the selected load shaving strategy. - View Dependent Claims (28, 29, 30)
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Specification