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ADVANCES IN CALIBRATION OF BUILDING ENERGY MODELS TO TIME SERIES DATA...

by David Goldwasser, Brian Ball, Amanda Farthing, Stephen Frank, Piljae Im
Publication Type
Conference Paper
Journal Name
Building Performance Analysis Conference and SimBuild
Publication Date
Page Numbers
422 to 429
Volume
2018
Issue
1
Conference Name
2018 Building Performance Analysis Conference and SimBuild
Conference Location
Chicago, Illinois, United States of America
Conference Sponsor
IBPSA and ASHRAE
Conference Date
-

Advanced building analytics and control applications, such as fault detection and diagnostics and model predictive control, benefit from building energy models calibrated to time series data. This paper recommends best practices for aligning EnergyPlus™ model time series output with measured building performance. These include the use of subcalibration procedures to fine-tune envelope, heat transfer, and mechanical system parameters; initialization of zone temperatures to match observed conditions at the beginning of each calibration period; and calculation of calibration metrics across multiple run periods using a new OpenStudio reporting measure.