Reference : Calibration of building energy simulation models based on optimization: A case study
Scientific congresses and symposiums : Paper published in a journal
Engineering, computing & technology : Energy
http://hdl.handle.net/2268/213805
Calibration of building energy simulation models based on optimization: A case study
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Monetti, V. [Department of Energy, Politecnico di Torino, Torino, Italy]
Davin, Elisabeth mailto [Université de Liège > DER Sc. et gest. de l'environnement (Arlon Campus Environ.) > DER Sc. et gest. de l'environnement (Arlon Campus Environ.) >]
Fabrizio, E. [DISAFA, Università degli studi di Torino, Torino, Italy]
Andre, Philippe mailto [Université de Liège > DER Sc. et gest. de l'environnement (Arlon Campus Environ.) > Building Energy Monitoring and Simulation (BEMS) >]
Filippi, M. [Department of Energy, Politecnico di Torino, Torino, Italy]
Perino, M. [> >]
Corrado, V. [> >]
2015
Energy Procedia
Elsevier Ltd
78
2971-2976
Yes (verified by ORBi)
1876-6102
6th International Building Physics Conference, IBPC 2015
14 June 2015 through 17 June 2015
[en] Building simulation ; Calibration ; Monitoring ; Optimization-aided calibration ; Validation ; Energy utilization ; Building energy model ; Building energy simulations ; Coefficient of variation ; Energy simulation ; Objective functions ; Optimization tools ; Buildings
[en] This study applies an optimization-based approach for calibrating building energy models using monitored data. The calibration was carried out on a test building coupling the EnergyPlus energy simulation tool with the GenOpt optimization tool. The objective function was set to minimize the difference between simulated and monitored energy consumption. For evaluating the model accuracy, the Mean Bias Error (MBE) and the Coefficient of Variation of the RMSE (Cv (RMSE)) were calculated and found consistent with ASHRAE guideline 14 limits for a model to be considered calibrated. © 2015 The Authors.
LavAzza
http://hdl.handle.net/2268/213805
10.1016/j.egypro.2015.11.693
119555

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