CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id caadria2018_054
authors Shen, Xiaofei
year 2018
title Environmental Parametric Multi-Objective Optimization for High Performance Facade Design
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 103-112
summary This paper demonstrates the applicability of a data-integrated and user-friendly Multi-Objective Optimization (MOO) method within the Grasshopper (GH) parametric design interface which supports early stage design decision making for High Performance Building (HPB) fašade. With multiple environmental objectives optimized and multiple geometric parameters adjusted in the same intuitive design space, designers with limited knowledge on scripting could easily set up the nodes simultaneously when the design is carried out to achieve the efficiency in HPB design optimization. An experiment utilizing the method, with DIVA as the environmental simulator and Octopus as the MOO solver, is demonstrated for rational daylight distribution, balanced solar heat gain and reduced energy use intensity. The findings show both potentials and limitations of the proposed method.
keywords Multi-Objective Optimization; Environmental Parametrics; Generative Design; High Performance Facade
series CAADRIA
email shenxiaofei.arch@gmail.com
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100%; open Asl, MR, Bergin, M, Menter, A and Yan, W (2014) Find in CUMINCAD BIM-based Parametric Building Energy Performance Multi-Objective Optimization , eCAADe 2014 Conference

100%; open Attia, S, Hamdy, M, O, W and Carlucci, S (2013) Find in CUMINCAD Assessing Gaps and Needs for Integrating Building Performance Optimization Tools in Net Zero Energy Buildings Design , Energy and Buildings, 155(2017), pp. 439-458

100%; open Gagne, JML and Andersen, M (2010) Find in CUMINCAD Multi-Objective Fašade Optimization for Daylighting Design Using a Genetic Algorithm , SimBuild 2010 - 4th National Conference of IBPSA-USA, New York

100%; open Han, Y, Yu, H and Sun, C (2017) Find in CUMINCAD Simulation-Based Multiobjective Optimization of Timber-Glass Residential Buildings in Severe Cold Regions , Sustainability, 9(12), p. 2352

100%; open Hensen, JLM and Lamberts, R (2011) Find in CUMINCAD Building Performance Simulation for Design and Operation , Routledge, FL USA

100%; open Nagy, D, Lau, D, Locke, J, Stoddart, J, Villaggi, L, Wang, R, Zhao, D and Benjamin, D (2017) Find in CUMINCAD Project Discover: An application of generative design for architectural space planning , SimAUD 2017 Conference

100%; open Torres, SL and Sakamoto, Y (2007) Find in CUMINCAD Facade Design Optimization for Daylight with A Simple Genetic Algorithm , Building Simulation 2007

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