Abstract

Simultaneous satisfaction of both thermal and visual comfort in buildings may be a challenging task. Therefore, this paper suggests a comprehensive framework for the building energy optimization process integrating computational fluid dynamics (CFD) daylight simulations. A building energy simulation tool, IDA Indoor Climate and Energy (IDA-ICE), was coupled with three open-source tools including GenOpt, OpenFOAM, and Radiance. In the optimization phase, several design variables i.e., building envelope properties, fenestration parameters, and Heating, Ventilation and Air-Conditioning (HVAC) system set points, were selected to minimize the total building energy use and simultaneously improve thermal and visual comfort. Two different scenarios were investigated for retrofitting of a generic office building located in Oslo, Norway. In the first scenario a constant air volume (CAV) ventilation system with a local radiator in each zone was used, while an all-air system equipped with a demand control ventilation (DCV) was applied in the second scenario. Findings showed that, compared to the reference design, significant reduction of total building energy use, around 77% and 79% in the first and second scenarios, was achieved respectively, and thermal and visual comfort conditions were also improved considerably. However, the overall thermal and visual comfort satisfactions were higher when all-air system was applied.

Highlights

  • It is estimated that building stock accounts for approximately 28%, on a global scale [1], and 40%, in the European Union, of total energy use [2]

  • The analysis showed that the computation time for implementing the computational fluid dynamics (CFD) method could be reduced by importing the information from the building energy simulation (BES)

  • Two different optimization scenarios were considered; (i) a constant air volume (CAV) ventilation system with hydronic heating system with radiators and (ii) an all-air system equipped with a demand control ventilation (DCV) system for space heating, space cooling, and ventilation of different zones

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Summary

Introduction

It is estimated that building stock accounts for approximately 28%, on a global scale [1], and 40%, in the European Union, of total energy use [2]. Coupling BES software with the CFD method can improve the quality of results and provide detailed information about the thermal load, building energy use, spatial air temperature and thermal comfort distributions. Colombo et al [55] considered the application of coupling the thermal network, using IDA-ICE software, with an external CFD tool, using Star-CCM+ tool, for a double-skin glazed façade over a warm day cycle In their iterative process, the surface temperatures obtained from the BES tool were used as boundary conditions for the CFD simulation and the heat fluxes to and from the façade components computed by CFD were used to improve the BES tool estimation. A post-processing step analyzed the optimal solutions in detail in terms of thermal comfort and daylight quality using the CFD and detailed daylight simulations

BES-OPT Process
Control Method
Boundary Conditions and CFD Process
BES-OPT Analysis
CFD and Daylight Assessment
Findings
Conclusions
Full Text
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