Determining energy consumption in a structure

• US 8,843,416 B2
• Filed: 12/03/2010
• Issued: 09/23/2014
• Est. Priority Date: 09/11/2009
• Status: Active Grant

• Current Assignee: Netesco, LLC
• Original Assignee: Netesco, LLC
• Inventors: Scelzi, Michael Craig, Bonwell, William Shawn, Vaitses, Allan H., Hartman, Mark Christopher, Scelzi, James
• Primary Examiner(s): Hewitt, II, Calvin L
• Assistant Examiner(s): Winter, John M
• Application Number:
  US12/960,149
• Publication Number:
  US 20120065789A1
• Time in Patent Office: 1,390 Days
• Field of Search: 705/63, 705/34, 700/286, 700/295
• US Class Current: 705/63
• CPC Class Codes: G01K 1/024 for remote indication
• CPC Class Codes: G01K 1/026 arrangements for monitoring a plurality of temperatures, e.g. by multiplexing
• CPC Class Codes: G01K 13/00 Thermometers specially adapted for specific purposes
• CPC Class Codes: G01K 17/20 across a radiating surface, combined with ascertainment of the heat transmission coefficient materials therefor G01K17/08
• CPC Class Codes: G01K 7/04 the object to be measured not forming one of the thermoelectric materials
• CPC Class Codes: G01N 25/18 by investigating thermal conductivity by calorimetry G01N25/20; by measuring change of resistance of an electrically-heated body G01N27/18
• CPC Class Codes: G01R 21/00 Arrangements for measuring electric power or power factor G01R7/12 takes precedence
• CPC Class Codes: G01R 21/133 by using digital technique
• CPC Class Codes: G05B 2219/2614 HVAC, heating, ventillation, climate control
• CPC Class Codes: G05D 23/1393 characterised by the use of electric means
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G06Q 20/145 Payments according to the detected use or quantity
• CPC Class Codes: G06Q 50/06 Energy or water supply
• CPC Class Codes: G08B 17/00 Fire alarms; Alarms responsive to explosion
• CPC Class Codes: Y02P 80/20 using renewable energy
• CPC Class Codes: Y02P 90/84 Greenhouse gas [GHG] management systems
• CPC Class Codes: Y10T 29/49007 Indicating transducer

Abstract

Methods, apparatus, and systems are provided for measuring the supply of a consumable product/energy source, such as electrical power, to a facility over time and analyzing the measurements to determine the consumption or supply of the product by one or more loads and/or sources in the facility, and to determine induced and residual heat flow through the facility'"'"'s envelope. Various aspects compare the measured supply of the consumable product to a database of consumption signatures, which characterize access to the consumable product by particular users. In doing so, costs for the product may be more accurately divided between different tenants of the facility without having to install individual services or measurement equipment for each individual tenant. Operating conditions and facility characteristics, such as temperatures, load factors, insulation factors, etc., may be further considered in determining a particular user'"'"'s access of the consumable product. To aid in the controlling of energy use, thermal resistance factors of the building are determined, which are based on the induced and residual heat flow through the facility. Various algorithms are used including smart agents (e.g. neural networks) to determine the consumption of the consumable product by a particular user, to create the database of consumption signatures, and to determine the thermal resistance factors.

Claims

1. A method performed by a consumable-product distribution system comprising:

generating, by a meter, a time-sequence of data by measuring over a time-interval a series of loads;

measuring, with a meter of a consumable-product distribution system, a value of a consumable product supplied through the consumable-product distribution system to a facility, wherein the measured value comprises a second time-sequence of data of the facility'"'"'s access to the consumable product, and wherein the consumable-product distribution system connects a plurality of loads in the facility to the consumable product;

transmitting, by the meter of the consumable-product distribution system to a processor of the consumable-product distribution system, the measured value of the consumable product supplied through the consumable-product distribution system to the facility;

retrieving, by the processor of the consumable-product distribution system, a plurality of load signatures from a database of the consumable-product distribution system, each load signature comprising a time-sequence of data of a corresponding load'"'"'s access to the consumable product;

comparing, by a-the processor of the consumable-product distribution system, the time-sequence of data of each of the plurality of load signatures to the second time-sequence of data of the measured value; and

determining, by the processor of the consumable-product distribution system, an amount of the consumable product accessed by a first load of the plurality of loads based on the comparing.

2. The method of claim 1, wherein the processor of the consumable-product distribution system determines the amount of the consumable product accessed by the first load using an artificial intelligence process.

3. The method of claim 1 further comprising:

generating, by the processor of the consumable-product distribution system, a customized report of the access to the consumable product by the first load over a fixed duration.

4. The method of claim 1 further comprising:

determining, by the processor of the consumable-product distribution system, a cost for the access to the consumable product by the first load over a fixed duration; and

generating, by the processor of the consumable-product distribution system, a report including the cost.

5. The method of claim 4, wherein the consumable product is a public electrical power utility and the cost is based on tiered utility rates over the fixed duration.

6. The method of claim 1, wherein the consumable product is electrical power and the plurality of loads are electrical loads.

7. The method of claim 1, wherein the consumable product is a public utility.

8. The method of claim 1, wherein the plurality of loads include at least one of HVAC components and facility lighting.

9. The method of claim 1 further comprising:

receiving, by the processor of the consumable-product distribution system, an operating condition of the first load, wherein the determining, by the processor of the consumable-product distribution system, the amount of the consumable product accessed by the first load is further based on the operating condition.

10. The method of claim 9 further comprising:

retrieving, by the processor of the consumable-product distribution system, the operating condition from the database.

11. The method of claim 9 further comprising:

receiving, by the processor of the consumable-product distribution system, the operating condition as a second measured value from the facility.

12. The method of claim 9, wherein the operating condition includes, for a portion of the facility, one of a load factor, an area square footage, and an insulation factor.

13. The method of claim 9, wherein the operating condition includes a measured count of persons within a portion of the facility.

14. The method of claim 13 further comprising:

autonomously counting, by a sensor of the consumable-product distribution system, the persons within the portion of the facility;

generating, by the sensor of the consumable-product distribution system, the measured count; and

transmitting, by the sensor of the consumable-product distribution system, the measured count to the processor.

15. The method of claim 13, wherein the operating condition further includes a time interval of when the persons are in the portion of the facility.

16. The method of claim 9, wherein the operating condition includes a temperature outside of the facility.

17. The method of claim 1 further comprising:

requesting, by the processor of the consumable-product distribution system, the measured value from the meter of the consumable-product distribution system at the facility, wherein the processor of the consumable-product distribution system is located remotely from the facility.

18. The method of claim 1, wherein the measured value is transmitted by the meter of the consumable-product distribution system to the processor of the consumable-product distribution system through a wireless communication network.

19. The method of claim 1, wherein the amount of the consumable product accessed by the first load is a negative quantity representing an amount of the consumable product produced by the first load.

20. The method of claim 1, wherein the determining the amount of the consumable product accessed by the first load of the plurality of loads based on the comparing comprises determining the amount of the consumable product accessed by the first load in real time.