System and methods for assessing whole-building thermal performance

• US 9,709,449 B2
• Filed: 03/14/2014
• Issued: 07/18/2017
• Est. Priority Date: 03/15/2013
• Status: Active Grant

• Current Assignee: Vermont Energy Investment Corporation
• Original Assignee: Vermont Energy Investment Corporation
• Inventors: Lange, Nicholas Cresswell, Fanslow, Gregory Josh, Jurmain, Jacob Curtis, Goldman, Ethan Josiah
• Primary Examiner(s): Bui, Bryan
• Application Number:
  US14/213,105
• Publication Number:
  US 20140278203A1
• Time in Patent Office: 1,222 Days
• Field of Search: 702136
• CPC Class Codes: G01K 17/20 across a radiating surface, combined with ascertainment of the heat transmission coefficient materials therefor G01K17/08

Abstract

An assessment system and method are described that capture indoor temperature measurements and corresponding outdoor temperature measurements in order to determine a thermal efficiency of a structure. The assessment system identifies quiescent periods and trims these periods to eliminate undesirable influences such as auxiliary heating or solar gain. The quiescent periods are then compared to outdoor temperature differences to determine the thermal efficiency of the structure. The system can model the structure'"'"'s performance metrics, through inferred qualitative and quantitative characterizations including, but not limited to, the building'"'"'s rate of temperature change as a function of internal and external temperatures, the building'"'"'s heating, cooling, and other energy needs as they relate to the building envelope, appliances, and other products used at the site and occupant behavior.

Claims

1. A system for characterizing a thermal efficiency of a structure comprising:

a measurement device for recording an inside temperature of the structure;

a first database including periodic outside temperature measurements proximate the structure;

a second database in communication with said measurement device and said first database, said second database configured to receive, as inputs, said inside temperature and said outside temperature and to correlate said inside temperature and said outside temperature; and

a processor in communication with said second database and capable of executing a set of instructions, said set of instructions including;

determining a difference between said inside temperature and said outside temperature;

determining a plurality of quiescent periods from said inside temperature;

determining a rate of change during each of said plurality of quiescent periods;

comparing said rate of change with said difference; and

determining a thermal efficiency of the structure from said comparing.

2. A system according to claim 1, wherein said periodic outside temperature measurements are weather data from a third-party source.

3. A system according to claim 1, further including a sensor proximate the structure, said sensor configured to transmit a signal representative of a temperature external to the structure, and wherein said periodic outside temperature measurements are received from said sensor.

4. A system according to claim 1, wherein said processor includes a filtering module and certain ones of said plurality of quiescent periods are eliminated using said filtering module.

5. A system according to claim 4, wherein said processor determines a typical quiescent period for a given difference and said filtering module correlates said difference with said given difference so as to eliminate certain ones of said plurality of quiescent periods that deviate from said typical quiescent period at said given difference.

6. A system according to claim 4, wherein said filtering module identifies heating or cooling cycles and eliminates certain ones of said plurality of quiescent periods including said heating or cooling cycles.

7. A system according to claim 4, wherein the filtering module identifies auxiliary heating occurring within the structure and eliminates certain ones of said plurality of quiescent periods including said heating or cooling cycles.

8. A system according to claim 1, wherein said measurement device records said inside temperature at predefined time periods, and wherein said predefined time periods are greater than about 5 minutes.

9. A system according to claim 1, wherein said measurement device records said inside temperature at variable time periods and wherein said variable time periods are greater than about 4 minutes.

10. A context-based thermal efficiency determination system for a structure comprising:

a data acquisition device capable of recording or receiving a raw data set including an inside temperature, a set-point, a heating data, an outside temperature, a weather metric, and an occupancy metric; and

an analysis module determining, based upon said raw data set, a plurality of quiescent periods, wherein said plurality of quiescent periods includes a plurality of divergent quiescent periods and a plurality of non-divergent quiescent periods;

a thermal efficiency module determining a thermal efficiency of the structure based upon said plurality of non-divergent quiescent periods.

11. A system according to claim 10, wherein said analysis module determines a context from one or more of said inside temperature, said set-point, said heating data, said outside temperature, said weather metric, and said occupancy metric.

12. A system according to claim 11, wherein analysis module identifies said plurality of non-divergent quiescent periods based upon said context.

13. A system according to claim 10, wherein said analysis module determines said plurality of quiescent periods by evaluating the changes in and differences between said inside temperatures and said outside temperatures over time.

14. A system according to claim 13, wherein said thermal efficiency module determining a thermal efficiency of the structure by determining a rate of change during each of said plurality of non-divergent quiescent periods and comparing said rate of change with said difference.

15. A method of characterizing a thermal efficiency of a structure comprising:

collecting temperature data from inside the structure and outside the structure;

determining a difference between the temperature inside the structure and outside the structure;

determining, from the inside temperature data, a plurality of quiescent periods;

determining a rate of change during each of said plurality of quiescent periods;

relating the rate of change to the corresponding differences in temperature inside the structure and outside the structure; and

determining, from said relating, a thermal efficiency of the structure.

16. A method according to claim 15, further including collecting a set-point, a heating data, a weather metric, and an occupancy metric and developing a context based upon one or more of the set-point, the heating data, the weather metric, and the occupancy metric, the context being associated with the temperature data.

17. A method according to claim 16, wherein said determining, from the temperature data inside the structure, a plurality of quiescent cooling periods includes the steps determining which of the plurality of quiescent periods are non-divergent quiescent periods based upon the context associated with the respective quiescent period.

18. A method according to claim 17, wherein said determining a rate of change during each of said plurality of quiescent periods is limited to determining a rate of change during non-divergent quiescent periods.

19. A method according to claim 15, wherein said collecting is conducted in about 5 minute increments.

20. A method according to claim 15, wherein said collecting is conducted in variable time periods and wherein the variable time periods are greater than about 4 minutes.

21. A method according to claim 15, further including the step of adjusting the rate of change of each of said plurality of quiescent periods using electric consumption measurements.

22. A method of characterizing a thermal efficiency of a structure comprising:

collecting temperature data from inside the structure and outside the structure;

determining a difference between the temperature inside the structure and outside the structure;

determining, from the inside temperature data, a plurality of quiescent periods, wherein said determining, from the temperature data inside the structure, a plurality of quiescent cooling periods includes the steps of determining which of the plurality of quiescent periods are non-divergent quiescent periods based upon the context associated with the respective quiescent period;

determining a rate of change during each of said plurality of quiescent periods, wherein said determining a rate of change during each of said plurality of quiescent periods is limited to determining a rate of change during non-divergent quiescent periods;

relating the rate of change to the corresponding differences in temperature inside the structure and outside the structure;

determining, from said relating, a thermal efficiency of the structure; and

collecting a set-point, a heating data, a weather metric, and an occupancy metric and developing a context based upon one or more of the set-point, the heating data, the weather metric, and the occupancy metric, the context being associated with the temperature data.