| id |
cf2017_137 |
| authors |
Ensari, Elif; Kobas, Bilge; Sucuo?lu, Can |
| year |
2017 |
| title |
Computational Decision Support for an Airport Complex Roof Design: A Case Study of Evolutionary Optimization for Daylight Provision and Overheating Prevention |
| source |
Gülen Çagdas, Mine Özkar, Leman F. Gül and Ethem Gürer (Eds.) Future Trajectories of Computation in Design [17th International Conference, CAAD Futures 2017, Proceedings / ISBN 978-975-561-482-3] Istanbul, Turkey, July 12-14, 2017, pp. 137-149. |
| summary |
This study focuses on generating geometric design alternatives for an airport roof structure with an evolutionary design method based on optimizing solar heat gain and daylight levels. The method incorporates a parametric 3D model of the building, a multi objective genetic algorithm that was linked with the model to iteratively test for various geometric solutions, a custom module that was developed to simulate solar conditions, and external energy simulation environments that was used to validate the outcomes. The integral outcome was achieved through an iterative workflow of many software tools, and the study is significant in dealing with several space typologies at the same time, taking real-life constraints such as applicability, ease of operation, construction loads into consideration, and satisfying design and aesthetic requirements of the architectural design team. |
| keywords |
Evolutionary algorithms, daylight and energy performance, multi-objective optimization |
| series |
CAAD Futures |
| email |
|
| full text |
 file.pdf (1,265,377 bytes) |
| references |
Content-type: text/plain
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Caldas, L.G., Norford, L.K. (2002)
 A design optimization tool based on a genetic algorithm
, Automation in Construction. 11, 173184
|
|
|
|
|
Caldas, L.G., Norford, L.K. (2003)
Genetic Algorithms for Optimization of Building Envelopes and the Design and Control of HVAC Systems
, Journal of Solar Energy Engineering. 125,343
|
|
|
|
|
Kasinalis, C., Loonen, R.C.G.M., Cóstola, D., Hensen, J.L.M. (2014)
Framework for assessing the performance potential of seasonally adaptable facades using multi-objective optimization
, Energy and Buildings. 79C, 106113
|
|
|
|
|
Rocha, H., Peretta, I.S., Lima, G.F.M., Marques, L.G., Yamanaka, K. (2016)
Exterior lighting computer-automated design based on multi-criteria parallel evolutionary algorithm: Optimized designs for illumination quality and energy efficiency
, Expert Systems with Applications. 45, 208222
|
|
|
|
|
Turrin, M., Von Buelow, P., Stouffs, R. (2011)
Design explorations of performance driven geometry in architectural design using parametric modeling and genetic algorithms
, Advanced Engineering Informatics. 25, 656675
|
|
|
|
|
Vierlinger, R., Hofmann, A. (2013)
A Framework for Flexible Search and Optimization in Parametric Design
, Proceedings of the Design Modeling Symposium
|
|
|
|
|
Wang, W., Zmeureanu, R., Rivard, H. (2005)
Applying multi-objective genetic algorithms in green building design optimization
, Building and Environment. 40, 15121525
|
|
|
|
|
Yang, D., Sun, Y., Turrin, M., Buelow, P. Von, Paul, J. (2015)
Multi-objective and multidisciplinary design optimization of large sports building envelopes : a case study
, Symposium, Amsterdam - In: Proceedings of the International Association for Shell and Spatial Structures (IASS)
|
|
|
|
|
Yang, D., Turrin, M., Sariyildiz, S., Sun, Y. (2015)
Sports Building Envelope Optimization Using Multi-objective Multidisciplinary Design Optimization ( M-MDO ) Techniques
, IEEE Congress on Evolutionary Computation (CEC). pp. 22692278. , Sendai
|
|
|
|
|
Znouda, E., Ghrab-morcos, N., Hadj-alouane, A. (2007)
Optimization of Mediterranean building design using genetic algorithms
, Energy and Buildings. 39, 148153
|
|
|
|
| last changed |
2017/12/01 14:37 |
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