Systems and methods for analyzing building operations sensor data
Abstract
Systems and methods are disclosed for analyzing building sensor information and decomposing the information therein to a more manageable and more useful form. Certain embodiments integrate energy-based and spectral-based analysis methods with parameter sampling and uncertainty/sensitivity analysis to achieve a more comprehensive perspective of building behavior. The results of this analysis may be presented to a user via a plurality of visualizations and/or used to automatically adjust certain building operations. In certain embodiments, advanced spectral techniques, including Koopman-based operations, are employed to discern features from the collected building sensor data.
- Inventors:
- Issue Date:
- Research Org.:
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1182565
- Patent Number(s):
- 9043163
- Application Number:
- 13/198,387
- Assignee:
- The Regents of the University of California (Oakland, CA)
- Patent Classifications (CPCs):
-
F - MECHANICAL ENGINEERING F24 - HEATING F24F - AIR-CONDITIONING
G - PHYSICS G01 - MEASURING G01R - MEASURING ELECTRIC VARIABLES
- DOE Contract Number:
- AC02-05CH11231
- Resource Type:
- Patent
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; 97 MATHEMATICS AND COMPUTING
Citation Formats
Mezic, Igor, and Eisenhower, Bryan A. Systems and methods for analyzing building operations sensor data. United States: N. p., 2015.
Web.
Mezic, Igor, & Eisenhower, Bryan A. Systems and methods for analyzing building operations sensor data. United States.
Mezic, Igor, and Eisenhower, Bryan A. Tue .
"Systems and methods for analyzing building operations sensor data". United States. https://www.osti.gov/servlets/purl/1182565.
@article{osti_1182565,
title = {Systems and methods for analyzing building operations sensor data},
author = {Mezic, Igor and Eisenhower, Bryan A.},
abstractNote = {Systems and methods are disclosed for analyzing building sensor information and decomposing the information therein to a more manageable and more useful form. Certain embodiments integrate energy-based and spectral-based analysis methods with parameter sampling and uncertainty/sensitivity analysis to achieve a more comprehensive perspective of building behavior. The results of this analysis may be presented to a user via a plurality of visualizations and/or used to automatically adjust certain building operations. In certain embodiments, advanced spectral techniques, including Koopman-based operations, are employed to discern features from the collected building sensor data.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue May 26 00:00:00 EDT 2015},
month = {Tue May 26 00:00:00 EDT 2015}
}
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Works referencing / citing this record:
Systems and methods for analyzing building operations sensor data
patent, May 2015
- Mezic, Igor; Eisenhower, Bryan A.
- US Patent Document 9,043,163