id |
caadria2023_217 |
authors |
Jansen, Igor, Piątek, Łukasz, Cygan, Marta, Hlebowicz, Jakub, Krajewski, Bartosz, Miszewicz, Agata, Nowacka, Agnieszka, Roguski, Bartłomiej and Szabelewska, Marta |
year |
2023 |
title |
Automating the Architectural Design of Apartment Point Block |
source |
Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 491–500 |
doi |
https://doi.org/10.52842/conf.caadria.2023.2.491
|
summary |
Can architectural design be automated? The development of CAAD tools led to the point where this question can be relevant. To prove that some branches of architectural design can be automatized to a substantial extent we aimed at building a digital tool able to perform automated preliminary design of residential building in the typology of a point block (tower). The algorithmic process was split into three consecutive stages corresponding to the traditional design method: massing, floorplans layouts and apartments design. The workflow is linear, with some form of feedback-loop-driven optimization. The result of the study is an algorithmic tool in the Rhino + Grasshopper environment automatically proposing a point block of optimal size, position and orientation on a given plot, dividing the floorplans into flats of optimal size structure and solving the flat layouts. The system proved to be working on different plots where the existing buildings were used as a reference for performance evaluation. |
keywords |
Automation, MOO, optimization, Algorithmic Design, Apartment block design, Architectural Design, Massing |
series |
CAADRIA |
email |
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full text |
file.pdf (987,729 bytes) |
references |
Content-type: text/plain
|
Alexander, C. (1964)
Notes on the Synthesis of Form
, Harvard University Press
|
|
|
|
Deb K., Pratap, A. Agarwal S. And Meyarivan T. (2002)
A Fast and Elitist Multiobjective Genetic Algorithm: Nsga-ii
, IEEE transactions on evolutionary computation, 6(2)
|
|
|
|
Din‚er, A. E., ‚ada, G., & Tong, H. (2014)
A Computational Model for Mass Housing Design As a Decision-support Tool
, Procedia Environmental Sciences, 22, 27-279. Available at: https://doi.org/1.116/j.proenv.214.11.26
|
|
|
|
Dogan T., Saratsis E., And Reinhart C. (2015)
The Optimization Potential of Floor-plan Typologies in Early Design Energy Modeling
, Proceedings of BS 215
|
|
|
|
Duarte, J.P. (2005)
Towards the Mass Customization of Housing: the Grammar of Sizas Houses At Malagueira,environment and Planning B.
, Planning and Design,32(3), Pp 347-38.
|
|
|
|
Evans R. (1986)
Translations from Drawing to Building and Other Essays.
, .The MIT Press, Cambridge: 1986. p. 159.
|
|
|
|
Guo, Z., & Li, B (2017)
Evolutionary Approach for Spatial Architecture Layout Designenhanced By an Agent-based Topology Finding System.
, Frontiers of Architectural Research, 6(1), Pp53-62. Available at: https://doi.org/1.116/j.foar.216.11.3
|
|
|
|
Hamacher, H., & Kjolsrud, E (2014)
Growing Floor Plans and Buildings -generation and Optimization Through Algorithms and Synthetic Evolution
, Proceedings of 2nd International Conference of Biodigital Architecture & Genetics
|
|
|
|
Hersey, G., & Freedman, R. (1992)
Possible Palladian Villas: (plus a Few Instructively impossible Ones), Mit Press
, ISBN: 97826258113
|
|
|
|
Iwamoto L. (2009)
Digital Fabrication
, Architectural and Material Techniques (Princeton Architectural Press, New York,)
|
|
|
|
Jansen, I., & Pitek, . (2020)
The Evolutionary-algorithm-based Automation of the Initial Stage of Apartment Building Design
, D1.T1.S3. Design and Computation of Urban and Local System, XS to XL Vol.2,eCAADe 38 | 15
|
|
|
|
King, Ra., Deb, K., & Rughooputh, H (2010)
Comparison of Nsga-ii and Spea 2 on the Multiobjective Environmental/economic Dispatch Problem.
, University of Mauritius Research Journal, 16(1), pp. 485-511.
|
|
|
|
Kiss, B., & Szalay, Z. (2020)
Modular Approach to Multi-objective Environmental Optimization of Buildings
, Automation in Construction, 111, 1344. Available at: https://doi.org/1.116/j.autcon.219.1344
|
|
|
|
Knecht K.,&Amp; Konig R. (2010)
Generating Floor Plan Layouts with Kd Trees and Evolutionary Algorithms.
, Generative Art Conf, Pp 238-253
|
|
|
|
Koh, I. (2023)
Voxel Substitutional Sampling: Generative Machine Learning for Architectural Design
, Design Computing and Cognition'22 (pp. 341-358). Cham: Springer International Publishing
|
|
|
|
Kwiecinski, K., & Pasternak, A. (2016)
Automatyzacja W Projektowaniu Architektonicznym.
, Builder, 232(11), Pp 32-36
|
|
|
|
Larsen, N.M. (2012)
Generative Algorithmic Techniques for Architectural Design, Ph
, D. Thesis, Aarhus School of Architecture
|
|
|
|
Mitchell, W.J. (1970)
A Computer-aided Approach to Complex Building Layout Problems
, Proceedings of EDRA2 Conference
|
|
|
|
Nahara T., & K. Terzidis. (2006)
Multiple-constraint Genetic Algorithm in Housing Design
, 25th Annual Conference of the Association for Computer-Aided Design in Architecture
|
|
|
|
Rhino (2022)
Rhino 6 and Rhino 7
, Copyright 1993-222 Robert McNeel & Associates. Retrieved November 26, 222, from Available at: https://www.rhino3D.com.
|
|
|
|
last changed |
2023/06/15 23:14 |
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