Building energy consumption analysis system
View Patent ↗An energy analysis system provides valuable input into building energy expenditures. The system assists with obtaining a detailed view of how energy consumption occurs in a building, what steps may be taken to lower the energy footprint, and executing detailed energy consumption analysis. The analysis may include, as examples, a balance point pair analysis to determine either or both of a heating balance point and a cooling balance point, an exception rank analysis to identify specific data (e.g., energy consumption data) in specific time intervals for further review, or other analysis. The system may display the analysis results on a user interface.
1. A method for energy analysis comprising:
storing energy data in a memory for analysis by a processor;
performing, with the processor, an energy analysis on the energy data in the memory to produce an analysis result, where performing the energy analysis comprises:
determining a balance point set from the energy data as the analysis result, the balance point set comprising a heating balance point and a cooling balance point;
wherein the heating balance point is a temperature above which a building is not heated and the cooling balance point is a temperature below which the building is not cooled; and
generating and displaying a user interface on a display, the user interface including the analysis result.
2. The method of claim 1 , where determining a balance point set comprises:
determining either or both of a heating balance point search window into the energy data and a cooling balance point search window into the energy data.
3. The method of claim 2 , where determining a balance point set comprises:
executing either or both of a correlation analysis of the energy data within the heating balance point window and a correlation analysis of the energy data within the cooling balance point window.
4. The method of claim 3 , where executing the correlation analysis comprises:
executing a correlation analysis between temperature and energy consumption to find a best fit correlation.
5. The method of claim 3 , where executing the correlation analysis comprises:
executing the correlation analysis at each step of a pre-selected temperature delta through either or both of the heating balance point window and the cooling balance point window.
6. An energy analysis system comprising:
a processor; and
a memory coupled to the processor, the memory comprising:
energy data stored in the memory for analysis by the processor;
energy analysis logic that, when executed by the processor, causes an energy analysis system to:
perform an energy analysis on the energy data to produce an analysis result, where the energy analysis comprises:
determining a balance point set from the energy data as the analysis result, the balance point set comprising a heating balance point and a cooling balance point; wherein the heating balance point is a temperature above which a building is not heated and the cooling balance point is a temperature below which the building is not cooled; and
generate and display a user interface on a display, the user interface including the analysis result.
7. The system of claim 6 , where the energy analysis logic further causes the energy analysis system to obtain either or both of a heating balance point search window and a cooling balance point search window.
8. The system of claim 7 , where the energy analysis logic further causes the energy analysis system to:
execute either or both of a correlation analysis of the energy data within the heating balance point window and a correlation analysis of the energy data within the cooling balance point window.
9. The system of claim 8 , where the energy analysis logic further causes the energy analysis system to:
execute a correlation analysis between temperature and energy consumption to find a best fit correlation.
10. The system of claim 8 , where the energy analysis logic further causes the energy analysis system to:
execute the correlation analysis at each step of a pre-selected temperature delta through either or both of the heating balance point window and the cooling balance point window.
11. A method for energy analysis comprising:
storing energy data in a memory for analysis by a processor;
performing, with the processor, an energy analysis on the energy data to produce an analysis result, where performing the energy analysis comprises:
determining a heating balance point and a cooling balance point, wherein the heating balance point is a temperature above which a building is not heated and the cooling balance point is a temperature below which the building is not cooled determining building comparison baseline data within the energy data;
determining actual consumption data within the energy data;
determining, as the analysis result, an exception rank by:
determining a comparison standard deviation of the energy data within a time interval in the building comparison baseline data; and
comparing the comparison standard deviation and the actual consumption data, the exception rank identifying specific data in the actual consumption data for further review; and
generating and displaying a user interface on a display, the user interface including the analysis result.
12. The method of claim 11 , where determining an exception rank comprises:
determining a comparison average of the energy data within the time interval in the building comparison baseline data.
13. The method of claim 12 , where determining an exception rank further comprises:
determining an actual consumption average of the energy data within the time interval in the actual consumption data.
14. The method of claim 13 , where determining an exception rank further comprises:
accessing an exception rank definition that comprises a mapping of a statistical parameter to exception ranks; and
assigning the exception rank to the time interval according to the mapping.
15. The method of claim 14 , where the statistical parameter comprises a standard deviation window with respect to the comparison average.
16. An energy analysis system comprising:
a processor; and
a memory coupled to the processor, the memory comprising:
alert rules comprising comparisons to determine anyone or more of:
demand or consumption exceeding a historical threshold;
demand or consumption exceeding a baseline threshold;
significant change in demand or consumption; and
demand or consumption exceeding a comparable building threshold;
energy data stored in the memory for analysis by the processor, wherein the energy data includes at least one balance point set, wherein the balance point set comprises a heating balance point and a cooling balance point, wherein the heating balance point is a temperature above which a building is not heated and the cooling balance point is a temperature below which the building is not cooled; and
alert logic that, when executed by the processor, causes an energy analysis system to:
read the alert rules and the energy data;
process the alert rules against the energy data to determine whether any of the alert rules fire to produce a corresponding analysis result; and
generate and display a user interface on a display, the user interface including the analysis result.
17. The system of claim 16 , where the comparison of demand or consumption exceeding a historical threshold comprises:
a comparison of measured demand or consumption for a building against a historical demand or consumption for the building.
18. The system of claim 16 , where the comparison of demand or consumption exceeding a baseline threshold comprises:
a comparison of measured demand or consumption for a building against a baseline established for the building.
19. The system of claim 16 , where the comparison of significant change in demand or consumption comprises:
a comparison of change in measured demand or consumption for a building against a pre-defined threshold.
20. The system of claim 16 , where the comparison of demand or consumption exceeding a comparable building threshold comprises:
a comparison of measured demand or consumption for a first building against a predefined control building for comparison.