The Implementation of Cellular Automata in Shading Systems “South Oriented Facade -Case Study”

نوع المستند : المقالة الأصلية

المؤلفون

Arab Academy for Science, Technology and Maritime Transport

المستخلص

With the obvious substitution of the natural environment with the artificial environment and the inevitable solar heat gain in the Mediterranean climate, energy-efficient facades must be considered in buildings. This paper explores Cellular Automata (CA) as a strategy for retrofitting existing façades with green integrated shading systems optimized for south-oriented office space in the Mediterranean Climate of Alexandria. It is considered a contribution to optimizing daylighting performance and creating a more pleasant indoor environment. The main novelty of this paper is the attempt to use the generative design approach to implement a membrane over existing facades with integrated vertical greens. The paper analyzes the daylight simulations of the studied space using Diva-for-Rhino to pinpoint the best locations for green surface utilization. Then various Cellular Automata patterns are evaluated to select the possible rules for applying the green integrated shading systems. The designed façade performance is then analyzed through the suggested criteria. To explain the positive impact of the retrofitting, a comparative analysis of the findings is concluded together. To conclude this approach can be employed as a tool by interior designers to enhance indoor quality and the visual impact of the interior space.

الكلمات الرئيسية


Fathy, Mansour, Sabry, Abdelmohsen, Wagdy.Cellular automata for efficient daylighting performance: optimized 
façade treatment. In: Proceedings of 14th Conference of International Building Performance Simulation Association, 
Hyderabad, India, 2015; pp. 2705–2711.
2. Fasoulaki E. Integrated design: A generative multi-performative design approach. 2008.
3. Ayoub M. Associative Parametric Urbanism - A computational approach to parameterization of conceptual design phase. 
In: Proceedings of the 8th ASCAAD Conference. London, United Kingdom; 2016. p. 207–16
4. Zawidzki M. Implementing Cellular Automata for Dynamically Shading a Building Façade, Article in Complex 
Systems. 2009.
5. Zawidzki M. A cellular automaton controlled shading for a building facade. In: Lecture Notes in Computer Science. 
Berlin, Heidelberg: Springer Berlin Heidelberg; 2010. p. 365–72.
6. Zawidzki M. Discrete Optimization in Architecture Building Envelopes pp. 2017;20–5.
7. Greenscreen, Considerations for advanced green facades design,”, [Internet] 2013 [cited 2021 Aug 8]; Available from: 
https://res.aecdaily.com/res/a/558800/GS-EN-59001–0114.pdf.
8. Eskin N, Türkmen H. Analysis of annual heating and cooling energy requirements for office buildings in different 
climates in Turkey, Energy Build. Energy Build. 2008;
9. Raji B, Tenpierik MJ. Van Den Dobbelsteen, the impact of greening systems on building energy performance: A 
literature review, Renew. Renew Sustain Energy Rev. 2015;
10. Pino A, Bustamante W, Escobar R, Pino FE. Thermal and lighting behavior of office buildings in Santiago of Chile. 
Energy Build [Internet]. 2012;47:441–9. Available from: http://dx.doi.org/10.1016/j.enbuild.2011.12.016
11. Lam JC, Wan KKW, Tsang CL, Yang L. Building energy efficiency in different climates. Energy Convers Manag 
[Internet]. 2008;49(8):2354–66. Available from: http://dx.doi.org/10.1016/j.enconman.2008.01.013
12. Urben-Imbeault, T. A History of Vertical Gardens from Simple Vines to Hydroponic Systems. [Internet]. 2014 Available 
from: https://land8.com
13. Cerruti U, Dutto S, Murru N. A symbiosis between cellular automata and genetic algorithms. Chaos Solitons Fractals 
[Internet]. 2020;134(109719):109719. Available from: http://dx.doi.org/10.1016/j.chaos.2020.109719
14. Constandinidis E, Georgi J, Rafferty D. Roof Gardens: An opportunity to expand the art of landscape architecture. In: 
Proceedings of 5th Int Conference on Energy, Environment, Ecosystems Development and Landscape Architecture. 
2009. p. 317–21.
15. Pérez-Urrestarazu L, Fernández-Cañero R, Franco-Salas A. Egea “Vertical Greening Systems and Sustainable Cities. J 
Urban Technol. 2016;22(4):65–85.
16. Manso M, Castro-Gomes J. Green wall systems: A review of their characteristics, ”. Renew Sustain Energy Rev vol. 
2015;41:863–71.
17. Wageans JHM. Modularity of living wall systems. [Master. Thesis]. Delft, Netherlands: University of Delft; 2016
Mir M. Green Facades and Building Structures. . [Master. Thesis]. Delft, Netherlands: University of Delft; 2011.
19. Wood A, Bahrami P, Safarik D. Green walls in high-rise buildings, Australia: Council on Tall Buildings and Urban 
Habitat. 2014.
20. Catumbela E. Green Facades: Development of a taxonomy tool to assist design. 2016.
21. Hopkins G, Goodwin C. Living Architecture Green Roofs and Walls. CSIRO PUBLISHING, Australia; 2011.
22. Singh V, Gu N. Towards an integrated generative design framework. Des Stud [Internet]. 2012;33(2):185–207. 
Available from: http://dx.doi.org/10.1016/j.destud.2011.06.001
23. Faraco G, Pantano P, Servidio R. The use of cellular automata in the learning of emergence. J Computer Education. 
2006;47(3):280–297
24. Ayoub, M. Parameterization of Tall Buildings. [Ph.D. Thesis]. Alexandria, Egypt: Alexandria University; 2012.
25. Von Neumann J.The general and logical theory of automata. Cerebral mechanisms in behavior, 1951; pp 1–41
26. Brender, RF. A programming system for the simulation of cellular spaces. Technical report, DTIC document. 1970
27. Bandini S, Bonomi A, Vizzari G, AcconciV.A cellular automata-based modular lighting system. In: Cellular automata. 
Springer, Heidelberg, 2010; pp 334–344
28. Zawidzki M, Fujieda I (2010) The prototyping of a shading device controlled by a cellular automaton. Complex-Systems 
19(2):157–175
29. Nerantzia. The Green Wall as Sustainable Tool in Mediterranean Cities: The Case Study of Limassol, Cyprus” 14 (29) 
WSEAS Transactions on Environment and Development, 2020; pp 270-285