| 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 |
| doi |
https://doi.org/10.52842/conf.caadria.2018.2.103
|
| 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) façade. 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 |
|
| full text |
 file.pdf (6,947,708 bytes) |
| references |
Content-type: text/plain
|
Asl, MR, Bergin, M, Menter, A and Yan, W (2014)
 BIM-based Parametric Building Energy Performance Multi-Objective Optimization
, eCAADe 2014 Conference
|
|
|
|
|
Attia, S, Hamdy, M, O, W and Carlucci, S (2013)
Assessing Gaps and Needs for Integrating Building Performance Optimization Tools in Net Zero Energy Buildings Design
, Energy and Buildings, 155(2017), pp. 439-458
|
|
|
|
|
Gagne, JML and Andersen, M (2010)
Multi-Objective Façade Optimization for Daylighting Design Using a Genetic Algorithm
, SimBuild 2010 - 4th National Conference of IBPSA-USA, New York
|
|
|
|
|
Han, Y, Yu, H and Sun, C (2017)
Simulation-Based Multiobjective Optimization of Timber-Glass Residential Buildings in Severe Cold Regions
, Sustainability, 9(12), p. 2352
|
|
|
|
|
Hensen, JLM and Lamberts, R (2011)
Building Performance Simulation for Design and Operation
, Routledge, FL USA
|
|
|
|
|
Nagy, D, Lau, D, Locke, J, Stoddart, J, Villaggi, L, Wang, R, Zhao, D and Benjamin, D (2017)
Project Discover: An application of generative design for architectural space planning
, SimAUD 2017 Conference
|
|
|
|
|
Torres, SL and Sakamoto, Y (2007)
Facade Design Optimization for Daylight with A Simple Genetic Algorithm
, Building Simulation 2007
|
|
|
|
| last changed |
2022/06/07 07:56 |
|
