Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Sensitivity of façade performance on early-stage design variables
Highlights We aim to identify the principal design parameters that affect facade performance. We perform sensitivity analysis in standard regression analysis and Sobol's method. 2 types of office building types, 4 orientation and 3 climates are evaluated. The impacts of each design variable on façade performance indicators are quantified. Results are presented in useful façade design sensitivity charts.
Abstract Early-stage façade design is a complex and multi-objective process. There are two principal barriers in the process of identifying an optimal façade solution. Firstly, the number of design variables and their uncertainty are relatively large, making design decisions difficult. Secondly, each design variable is likely to affect several performance indicators simultaneously, which makes it difficult to quantify the impacts of the design variables. In this paper, we perform sensitivity analyses on two generic building scenarios (a cellular office room and an open-plan office floor) in three geographic locations (London, Helsinki, and Rome). A series of façade sensitivity coefficient charts for early-stage façade design are produced for these locations thereby providing quantitative relationships between a comprehensive list of design variables and façade performance indicators. The sensitivity coefficient charts provide a guide for allocating the limited design time and construction budget to the design variables that will generate the largest impact on facade performance.
Sensitivity of façade performance on early-stage design variables
Highlights We aim to identify the principal design parameters that affect facade performance. We perform sensitivity analysis in standard regression analysis and Sobol's method. 2 types of office building types, 4 orientation and 3 climates are evaluated. The impacts of each design variable on façade performance indicators are quantified. Results are presented in useful façade design sensitivity charts.
Abstract Early-stage façade design is a complex and multi-objective process. There are two principal barriers in the process of identifying an optimal façade solution. Firstly, the number of design variables and their uncertainty are relatively large, making design decisions difficult. Secondly, each design variable is likely to affect several performance indicators simultaneously, which makes it difficult to quantify the impacts of the design variables. In this paper, we perform sensitivity analyses on two generic building scenarios (a cellular office room and an open-plan office floor) in three geographic locations (London, Helsinki, and Rome). A series of façade sensitivity coefficient charts for early-stage façade design are produced for these locations thereby providing quantitative relationships between a comprehensive list of design variables and façade performance indicators. The sensitivity coefficient charts provide a guide for allocating the limited design time and construction budget to the design variables that will generate the largest impact on facade performance.
Sensitivity of façade performance on early-stage design variables
Jin, Q. (Autor:in) / Overend, M. (Autor:in)
Energy and Buildings ; 77 ; 457-466
19.03.2014
10 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Sensitivity of façade performance on early-stage design variables
Online Contents | 2014
|Deep learning for estimating energy savings of early-stage facade design decisions
DOAJ | 2021
|