Method and System for Efficient Energy Distribution in Electrical Grids Using Sensor and Actuator Networks

• US 20090228324A1
• Filed: 03/04/2008
• Published: 09/10/2009
• Est. Priority Date: 03/04/2008
• Status: Abandoned Application

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Yao, Mark G., Liu, Zhen, Halim, Nagui, Pendarakis, Dimitrios, Ambrosio, Ronald
• Application Number:
  US12/042,012
• Publication Number:
  US 20090228324A1
• Time in Patent Office: Days
• US Class Current: 705/10
• CPC Class Codes: G06Q 10/06 Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
• CPC Class Codes: G06Q 10/063 Operations research, analysis or management
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: Y02E 40/70 Smart grids as climate change mitigation technology in the energy generation sector
• CPC Class Codes: Y04S 10/50 Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
• CPC Class Codes: Y04S 50/14 Marketing, i.e. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards
• CPC Class Codes: Y04S 50/16 Energy services, e.g. dispersed generation or demand or load or energy savings aggregation

Abstract

Techniques are disclosed for managing a commodity resource in a distributed network by aggregating marginal demand functions or marginal supply functions, depending on whether a node is a commodity consumer or a commodity producer, and determining an optimal allocation/production based on the aggregated function. By way of example, the commodity being managed may be an energy-based commodity such as electrical energy. In such case, the distributed commodity resource-based network may be a distributed electrical grid network.

Claims

1. In a distributed commodity resource-based network wherein a first node in the network distributes an amount of the commodity to two or more other nodes in the network, a method of managing distribution of the commodity, the method comprising the steps of:

the first node obtaining two or more marginal demand functions, respectively, from the two or more other nodes, wherein a marginal demand function represents a price for a given amount of the commodity that a given node is willing to pay;

the first node aggregating the two or more marginal demand functions respectively obtained from the two or more other nodes to form an aggregated marginal demand function; and

the first node determining an optimal allocation of aggregate amounts of the commodity to the two or more other nodes based on the aggregated marginal demand function.

2. The method of claim 1, wherein the step of aggregating the two or more marginal demand functions to form the aggregated marginal demand function further comprises summing the two or more marginal demand functions.

3. The method of claim 2, wherein the step of determining the optimal allocation further comprises the allocation of the commodity to the two or more other nodes that maximizes the sum of the two or more marginal demand functions.

4. The method of claim 1, wherein the step of aggregating the two or more marginal demand functions to form the aggregated marginal demand function further comprises summing the two or more marginal demand functions and weighting the sum of the two or more marginal demand functions.

5. The method of claim 4, wherein the step of determining the optimal allocation further comprises the allocation of the commodity to the two or more other nodes that maximizes the weighted sum of the two or more marginal demand functions.

6. The method of claim 1, wherein the step of determining the optimal allocation further comprises using a max (min) operation.

7. The method of claim 1, wherein the commodity comprises an energy-based commodity.

8. The method of claim 7, wherein the energy-based commodity comprises electrical energy.

9. The method of claim 1, wherein the distributed commodity resource-based network comprises a distributed electrical grid network.

10. In a distributed commodity resource-based network wherein a first node in the network receives an amount of the commodity from two or more other nodes in the network, a method of managing production of the commodity, the method comprising the steps of:

the first node obtaining two or more marginal supply functions, respectively, from the two or more other nodes, wherein a marginal supply function represents a given amount of the commodity that a given node is willing to supply;

the first node aggregating the two or more marginal supply functions respectively obtained from the two or more other nodes to form an aggregated marginal supply function; and

the first node determining an optimal production of aggregate amounts of the commodity from the two or more other nodes based on the aggregated marginal supply function.

11. A device that at least one of consumes and produces a commodity in a distributed commodity resource-based network, the device comprising:

a processor;

a sensor coupled to the processor for monitoring at least one of consumption and production of the commodity;

an actuator coupled to the processor for controlling at least one of consumption and production of the commodity; and

an interface coupled to the processor for allowing the processor to communicate with the network;

wherein the processor generates one or more marginal utility functions that represent at least one of;

(i) a price for a given amount of the commodity that the device is willing to pay when operating as a consumer of the commodity; and

(ii) a given amount of the commodity that the device is willing to supply when operating as a producer of the commodity;

further wherein the processor sends the one or more marginal utility functions to a controller in the network for aggregating multiple marginal utility functions respectively obtained from multiple devices in the network and for determining at least one of an optimal allocation and production of the commodity.

12. Apparatus for managing distribution of a commodity in a distributed commodity resource-based network;

the apparatus comprising;

a controller configured to perform the steps of;

obtaining two or more marginal demand functions, respectively, from two or more nodes in the network, wherein a marginal demand function represents a price for a given amount of the commodity that a given node is willing to pay;

aggregating the two or more marginal demand functions respectively obtained from the two or more nodes to form an aggregated marginal demand function; and

determining an optimal allocation of aggregate amounts of the commodity to the two or more nodes based on the aggregated marginal demand function.

13. The apparatus of claim 12, wherein the step of aggregating the two or more marginal demand functions to form the aggregated marginal demand function further comprises summing the two or more marginal demand functions.

14. The apparatus of claim 13, wherein the step of determining the optimal allocation further comprises the allocation of the commodity to the two or more nodes that maximizes the sum of the two or more marginal demand functions.

15. The apparatus of claim 12, wherein the step of aggregating the two or more marginal demand functions to form the aggregated marginal demand function further comprises summing the two or more marginal demand functions and weighting the sum of the two or more marginal demand functions.

16. The apparatus of claim 15, wherein the step of determining the optimal allocation further comprises the allocation of the commodity to the two or more nodes that maximizes the weighted sum of the two or more marginal demand functions.

17. The apparatus of claim 12, wherein the step of determining the optimal allocation further comprises using a max (min) operation.

18. The apparatus of claim 12, wherein the commodity comprises electrical energy.

19. The apparatus of claim 12, wherein the distributed commodity resource-based network comprises a distributed electrical grid network.

20. Apparatus for managing production of a commodity in a distributed commodity resource-based network;

the apparatus comprising;

a controller configured to perform the steps of;

obtaining two or more marginal supply functions, respectively, from the two or more nodes in the network, wherein a marginal supply function represents a given amount of the commodity that a given node is willing to supply;

aggregating the two or more marginal supply functions respectively obtained from the two or more nodes to form an aggregated marginal supply function; and

determining an optimal production of aggregate amounts of the commodity from the two or more nodes based on the aggregated marginal supply function.