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Calibrated simulation of a public library HVAC system with a ground-source heat pump and a radiant floor using TRNSYS and GenOpt
Highlights Calibrated simulation following the specifications of ASHRAE Guideline 14. Experimental validation of a radiant floor system into a library. Using GenOpt software as an optimization tool to calibrate simulations. Simulation of a ground source heat pump system coupled with a radiant floor.
Abstract Calibrating a simulation model is one of the most difficult tasks required to validate an energy conservation measure. To obtain an accurate calibration, it is necessary to collect all the performance data and estimate the missing information. In this study, a unique building with a heating and cooling system consisting of a ground-source heat pump and a radiant floor is simulated. The model was calibrated following ASHRAE and EVO specifications. The special characteristics of this building, located in Vigo in northwestern Spain, complicate the control of temperature and consequently the calibration. The simulation was performed with TRNSYS, and the optimization software GenOpt was used in an iterative calibration process. The results demonstrate that a simulation and calibration process using a detailed model with components from the TRNSYS library is sufficient to meet ASHRAE standards. In literature there is a lack of standards for calibration criteria and this article explains and uses a valid method that semi-automated the calibration process. It was possible to reduce the mean bias error and the coefficient of variation of the root mean squared error below 5% and 12%, respectively, by concentrating principally on the energy consumption of the system. The error made in the indoor temperature from the different airnodes was also investigated and an average value under 5% was obtained.
Calibrated simulation of a public library HVAC system with a ground-source heat pump and a radiant floor using TRNSYS and GenOpt
Highlights Calibrated simulation following the specifications of ASHRAE Guideline 14. Experimental validation of a radiant floor system into a library. Using GenOpt software as an optimization tool to calibrate simulations. Simulation of a ground source heat pump system coupled with a radiant floor.
Abstract Calibrating a simulation model is one of the most difficult tasks required to validate an energy conservation measure. To obtain an accurate calibration, it is necessary to collect all the performance data and estimate the missing information. In this study, a unique building with a heating and cooling system consisting of a ground-source heat pump and a radiant floor is simulated. The model was calibrated following ASHRAE and EVO specifications. The special characteristics of this building, located in Vigo in northwestern Spain, complicate the control of temperature and consequently the calibration. The simulation was performed with TRNSYS, and the optimization software GenOpt was used in an iterative calibration process. The results demonstrate that a simulation and calibration process using a detailed model with components from the TRNSYS library is sufficient to meet ASHRAE standards. In literature there is a lack of standards for calibration criteria and this article explains and uses a valid method that semi-automated the calibration process. It was possible to reduce the mean bias error and the coefficient of variation of the root mean squared error below 5% and 12%, respectively, by concentrating principally on the energy consumption of the system. The error made in the indoor temperature from the different airnodes was also investigated and an average value under 5% was obtained.
Calibrated simulation of a public library HVAC system with a ground-source heat pump and a radiant floor using TRNSYS and GenOpt
Cacabelos, Antón (Autor:in) / Eguía, Pablo (Autor:in) / Míguez, José Luís (Autor:in) / Granada, Enrique (Autor:in) / Arce, Maria Elena (Autor:in)
Energy and Buildings ; 108 ; 114-126
04.09.2015
13 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
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