Enhancing building energy efficiency by adaptive facade: A computational optimization approach

被引:79
作者
Dac-Khuong Bui [1 ]
Tuan Ngoc Nguyen [1 ]
Ghazlan, Abdallah [1 ]
Ngoc-Tri Ngo [2 ]
Tuan Duc Ngo [1 ]
机构
[1] Univ Melbourne, Dept Infrastruct Engn, Parkville, Vic 3010, Australia
[2] Univ Danang, Univ Sci & Technol, Fac Project Management, Danang, Vietnam
关键词
Adaptive facade; Smart windows; Facade optimization; Modified firefly algorithm; Building performance simulation; Building energy efficiency; MODIFIED FIREFLY ALGORITHM; OFFICE BUILDINGS; DYNAMIC FACADES; PERFORMANCE; SMART; DESIGN; STRATEGIES; COMFORT; SYSTEM; GLARE;
D O I
10.1016/j.apenergy.2020.114797
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The energy consumption in buildings, which accounts for approximately one-third of the total energy used in the world, can be reduced significantly by employing adaptive facades. In this study, a computational optimization approach is proposed to enhance the energy efficiency of buildings based on the design of an adaptive facade system, which can adapt its thermal and visible transmittance for dynamically varying climatic conditions. The engine of the adaptive facade design approach is an automated optimization process, which combines the building energy simulation program (EnergyPlus) with an optimization technique through Eppy, a powerful Python toolkit. The modified firefly algorithm, an in-house optimization tool, is employed to design the adaptive facade system in this study. However, our proposed method is not tied to any particular optimization tool and does not impose any restrictions on a type of building. To this end, the capability of the proposed method for enhancing building energy efficiency is validated by two case studies, namely a typical single office room and a medium office building. We found that the proposed adaptive facade system can reduce the energy consumption by 14.9-29.0% and 14.2-22.3% for the first and second case study, respectively, compared to the static facades. These significant findings demonstrate the potential of adaptive facades to enhance the energy efficiency of buildings.
引用
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页数:12
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