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Published on: July 5, 2024
Hourly simulation results of building energy simulation tools using a reference office building as a case study
Mara Magni1, Fabian Ochs1, Samuel de Vries2
1Unit for Energy Efficient Buildings, University of Innsbruck, Innsbruck Austria.
This study compares building energy simulation tools by simulating an office cell across three European cities. Results provide thermal balance data and accuracy metrics for cross-validation, aiding researchers in selecting reliable simulation software.
Area of Science:
- Building Science
- Energy Simulation
- Computational Fluid Dynamics
Background:
- Building energy simulation tools are crucial for performance analysis.
- Standardized validation is needed to ensure reliability across different software.
- IEA SHC Task 56 provides a benchmark for office building simulations.
Purpose of the Study:
- To present a comprehensive dataset from multiple building energy simulation tools.
- To evaluate and compare the accuracy of various simulation software.
- To facilitate the cross-validation process for building energy models.
Main Methods:
- Simulated a characteristic office cell using EnergyPlus, TRNSYS, Simulink/CarnotUIBK, Simulink/ALMABuild, IDA ICE, Modelica/Dymola, and DALEC.
- Collected hourly thermal balance data (heating, cooling, infiltration, ventilation, internal/solar gains) and temperatures.
- Applied statistical indices (MBE, MAE, RMSE, R²) to assess tool accuracy.
Main Results:
- Generated hourly thermal balance and temperature data for simulations in Stockholm, Stuttgart, and Rome.
- Quantified the accuracy of each simulation tool using standard statistical metrics.
- Identified variations in simulation outputs across different software packages.
Conclusions:
- The study provides a valuable dataset for validating building energy simulation tools.
- Comparative analysis highlights the strengths and weaknesses of various simulation approaches.
- The findings support informed selection and application of simulation tools in building performance research.
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