Tri-optimization of building shape and envelope properties using Taguchi and constraint limit method

• Published in: Engineering, construction, and architectural management construction, and architectural management, 2022-03, Vol.29 (3), p.1284-1306
• Main Authors: Lin, Yaolin, Yang, Wei
• Format: Article
• Language: English
• Subjects: Architecture; Building design; Cooling; Cost control; Design optimization; Design standards; Designers; Energy consumption; Energy efficiency; Environmental engineering; External walls; Genetic algorithms; Glazing; Green buildings; Heuristic; Impact analysis; Insulation; Investigations; Literature reviews; Mathematical analysis; Radiation; Taguchi methods; Thermal comfort
• ISSN: 0969-9988; 1365-232X
• DOI: 10.1108/ECAM-05-2020-0327

PurposeThe purpose of this paper is to present a tri-optimization approach to optimize design solutions regarding the building shape and envelope properties considering their implications on thermal comfort, visual comfort and building energy consumption (EN). The optimization approach has been applied to obtain the optimal design solutions in five typical cities across all climatic regions of China.Design/methodology/approachThe method comprises a tri-optimization process with nine main steps to optimize the three objectives (thermal comfort, visual comfort and building EN). The design variables considered are four types of building shape (pyramid, rectangular, cylindrical and dome shape) and different envelope properties (insulation thickness [INS] of external walls/roof, window type [WT] and window-to-envelop surface area ratio [WESR]). The optimization is performed by using the Taguchi and constraint limit method.FindingsThe results show that the optimal design solutions for all climatic regions favor cylindrical shape and triple-layer low-E glazing window. The highest insulation level of 150 mm is preferred in three climatic regions, and the INS of 90 mm is preferred in the other two climate regions. In total, 10% WESR is preferred in all climatic regions, except the mild region. When the constraint limit of lighting intensity requirement by Leadership in Energy and Environmental Design (LEED) is applied, the rectangular shape building is the optimal solution for those with 10% WESR.Research limitations/implicationsThe method proposed in the paper is innovative in that it optimizes three different objectives simultaneously in building design with better accuracy and calculation speed.Practical implicationsBuilding designers can easily follow the proposed design guide in their practice which effectively bridges the gap between theory and practice. The optimal design solutions can provide a more comfortable living environment and yet less EN, which can help achieve the sustainability requirement of green buildings.Social implicationsThe solutions presented in the paper can serve as a useful guide for practical building designers which creates economic and commercial impact. In addition, the theory and practical examples of the study can be used by building regulators to improve the energy-efficient building design standard in China.Originality/valueThe research is the first attempt that adopts tri-optimization approach to generate the optimal solutions