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Parameterization and solar radiation simulation for optimization of a modular canopy
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Keywords

Ladybug
Pareto front
Optimization based simulation.

How to Cite

LUCARELLI, Caio de Carvalho; CARLO, Joyce Correna; MARTÍNEZ, Andressa Carmo Pena. Parameterization and solar radiation simulation for optimization of a modular canopy. PARC Pesquisa em Arquitetura e Construção, Campinas, SP, v. 10, p. e019017, 2019. DOI: 10.20396/parc.v10i0.8653371. Disponível em: https://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8653371. Acesso em: 17 jul. 2024.

Abstract

This study perceives the developing process of a parameterization modeling in Grasshopper® for complex surfaces using building simulation, considering diffuse and beam radiation as the key-variables. The primary goal of this article is to create, simulate and optimize a modular, semi-opened canopy based in retro-studies of tree leaves as engineering structures. The method applied consisted of the definition of parameters and criteria for the optimization of the simulation process and was divided into three stages: a study of form, form parameterization, and simulation and optimization. Ladybug® for Grasshopper® plugin was used to carry out the simulations, and Octopus® was used as a motor for optimizing the final script. The object of study chosen was the process of creation of a canopy because, in hot and humid climates, such as in Brazil, the roofing areas are a critical part of the building envelopes that are highly susceptible to solar radiation and other environmental changes, thereby, influencing the indoor comfort conditions for the occupants. Although the final product was created for a specific climate zone, it can be applied to any other zones with a few changes in the parameters due to parameterization. As main results, the solar control devices contributed to a reduction of 86% of the annual average of hourly beam solar radiation while maintaining high levels of diffuse radiation.

https://doi.org/10.20396/parc.v10i0.8653371
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References

ANDRADE, M. L. V. X.; RUSCHEL, R. C. BIM: Conceitos, Cenário das Pesquisas Publicadas no Brasil e Tendências. In: SIMPÓSIO BRASILEIRO DE QUALIDADE DO PROJETO NO AMBIENTE CONSTRUÍDO, 1., 2009, São Carlos. Anais [...]. Porto Alegre: ANTAC-EESC/USP, 2009.

BADER, J.; ZITZLER, E. HypE: an algorithm for fast hypervolume-based many-objective optimization. Evolutionary computation, v. 19, n. 1, p. 45-76, mar. 2011. DOI: https://doi.org/10.1162/EVCO_a_00009

BROTAS, L.; RUSOVAN, D. Parametric Daylight Envelope. In: CONFERENCE SUSTAINABLE ARCHITECTURE FOR A RENEWABLE FUTURE, 29., 2013, Munique. Proceedings [...].Munique: 2013, p. 304-322.

CARTANA, R. P.; PEREIRA, F. O. R.; MAYER, A. Estudo Piloto para Análise de Elementos de Controle Solar com Formas Complexas. In: ENCONTRO NACIONAL DE CONFORTO NO AMBIENTE, 16., 2017, Balneário Camboriu. Anais [...]. Balneário Camburiú: ENCAC, 2017, p. 1684-1694.

CHENG, N. Y.; KHORASGANI, M. L.; WILLIAMS, N.; PROHASKY, D.; BURRY, J. Understanding Light in Building Skin Design. In: THE ASSOCIATION FOR COMPUTER-AIDED ARCHITECTURAL DESIGN RESEARCH IN ASIA, 20., 2015, Hong Kong. Proceedings […]. Hong Kong: 2015, p. 323-332.

CHO, J.; YOO, C.; KIM, Y. Viability of exterior shading devices for high-rise residential buildings : Case study for cooling energy saving and economic feasibility analysis. Energy & Buildings, 2014. p. 771-785. DOI: https://doi.org/10.1016/j.enbuild.2014.07.092

DELGARM, N.; SAJADI, B.; KOWSARY, F.; DELGARM, S. Multi-objective optimization of the building energy performance: A simulation-based approach by means of particle swarm optimization (PSO). Applied Energy, Tehran, v. 170, p. 293-303, may 2016. DOI: https://doi.org/10.1016/j.apenergy.2016.02.141

ELGHAZI, Y. S.; MAHMOUD, A. H. A. Origami Explorations: A Generative Parametric Technique for Kinetic Cellular Façade to Optimize Daylight Performance. In: EDUCATION AND RESEARCH IN COMPUTER AIDED ARCHITECTURAL DESIGN IN EUROPE, 34., 2016, Finlândia. Proceedings […]. Finlândia: eCAADe, 2016, p. 399-408.

ELTAWEEL, A.; SU, Y. Parametric design and daylighting: A literature review. Renewable and Sustainable Energy Reviews, Nottingham, v. 73, p. 1086-1103, jun. 2017. DOI: https://doi.org/10.1016/j.rser.2017.02.011

EVINS, R. A Review of Computational Optimisation Methods Applied to Sustainable Building Design. Renewable and Sustainable Energy Reviews, v. 22, p. 230-245, jun. 2013. DOI: https://doi.org/10.1016/j.rser.2013.02.004

FAJKUS, M. Superficial skins? Super Skins? Shading structures and thermal impact analysis. In: ADVANCED BUILDING SKINS – ENERGY FORUM, 2013, Itália. Proceedings [...]. Itália: 2013, p. 23-27.

FELIPPE, A. R. et al. Modelagem Paramétrica para simulação do desempenho da Iluminação Natural e Termo-Energética da Edificação. In: CONGRESSO DA SOCIEDADE IBERO-AMERICANA DE GRÁFICA DIGITAL, 19., 2015, São Paulo. Proceedings [...]. São Paulo: SIGRADI, 2015, p. 398-404.

FONSECA, Ligiana Pricila Guimarães et al . Otimização multiobjetivo das dimensões dos ambientes de uma residência unifamiliar baseada em simulação energética e estrutural. Ambient. constr., Porto Alegre , v. 17, n. 1, p. 267-288, mar. 2017. DOI: http://dx.doi.org/10.1590/s1678-86212017000100135.

GONZÁLEZ, J.; FIORITO, F. Daylight Design of Office Buildings: Optimization of External. Buildings, Sydney, v. 5, n. 2, p. 560-580, 2015. DOI: https://doi.org/10.3390/buildings5020560

GOSSARD, D.; LARTIGUE, B.; THELLIER, F. Multi-Objective Optimization of a Building Envelope for Thermal Performance Using Genetic Algorithms and Artificial Neural Network. Energy and Buildings, Oxford, v. 67, p. 253-260, dec. 2013. DOI: https://doi.org/10.1016/j.enbuild.2013.08.026

GUIMARÃES, I. Análises de incertezas e sensibilidade de arquivos climáticos e seus impactos em simulações computacionais termo energéticas. 2016. 109 f. Dissertação (Mestrado em Arquitetura e Urbanismo) - Departamento de Arquitetura e Urbanismo, Universidade Federal de Viçosa, Viçosa. 2016.

JAKUBIEC, J. A.; REINHART, C. F. DIVA 2.0: Integrating Daylight and Thermal Simulations Using Rhinoceros 3D, Daysim and EnergyPlus. In: INTERNATIONAL CONFERENCE OF THE INTERNATIONAL BUILDING PERFORMANCE SIMULATION ASSOCIATION. 12., Sydeny. Proceedings […]. Toronto: IBPSA,2011, p. 2202–2209.

KHORASGANI, M.L.; BURRY, J.; SALEHI, M. Thermal performance of patterned facades: Studies on effects of patterns on the thermal performance of facades. In: EDUCATION AND RESEARCH IN COMPUTER AIDED ARCHITECTURAL DESIGN IN EUROPE, 32., 2014,Inglaterra. Proceedings […]. Inglaterra: eCAADe, 2014, p. 267-276.

KONIS, K.; GAMAS, A.; KENSEK, K. Passive performance and building form: An optimization. Solar Energy, Los Angeles, v. 125, p. 161-179, 2015. DOI: https://doi.org/10.1016/j.solener.2015.12.020

KRÜGER, E.; LAROCA, C. Thermal performance evaluation of a low-cost housing prototype made with plywood panels in Southern Brazil. Applied Energy, Curitiba, v. 87, p. 661-672, 2009. DOI: https://doi.org/10.1016/j.apenergy.2009.06.038

MACHAIRAS, V.; TSANGRASSOULIS, A.; AXARLI, K. Algorithms for optimization of building design: A review. Renewable and Sustainable Energy Reviews, v. 31, p. 101-112, mar. 2014. DOI: https://doi.org/10.1016/j.rser.2013.11.036

MAGNIER, L.; HAGHIGHAT, F. Multi-objective Optimization of Building Design Using TRNSYS Simulations, Gentic Algorithm, and Artificial Neural Network. Building and Environment, v. 45, p. 739-746, 2010. DOI: https://doi.org/10.1016/j.buildenv.2009.08.016

MAHMOUD, A. H. A.; ELGHAZI, Y. Parametric- based Designs for Kinetic Façades to Optimize Daylight Performance: Comparing Rotation and Translation Kinetic Motion for Hexagonal Façade Patterns. Solar Energy, v. 126, p. 111-127, mar. 2016. DOI: https://doi.org/10.1016/j.solener.2015.12.039

NARANGEREL, A.; LEE, J.; STOUFFS, R. Daylighting Based Parametric Design Exploration of 3D Facade Patterns. In: EDUCATION AND RESEARCH IN COMPUTER AIDED ARCHITECTURAL DESIGN IN EUROPE, 34., 2016, Finlândia. Proceedings […]. Finlândia: eCAADe, 2016, p. 379-388.

NGUYEN, A. T.; REITER, S.; RIGO, P. A Review on Simulation-Based Optimization Methods Applied to Building Performance Analysis. Applied Energy, v. 113, p. 1043-1058, jan. 2014. DOI: https://doi.org/10.1016/j.apenergy.2013.08.061

NWOKOLO, S. C.; OGBULEZIE, J. C. A qualitative review of empirical models for estimating diffuse solar radiation from experimental data in Africa. Renewable and Sustainable Energy Reviews, v. 92, p. 353-393, set. 2018. DOI: https://doi.org/10.1016/j.rser.2018.04.118

OGBULEZIE, Julie C.; USHIE, Ogri James; NWOKOLO, Samuel Chukwujindu. A review of regression models employed for predicting diffuse solar radiation in North-Western Africa. Trends in Renewable Energy, [S.l.], v. 3, n. 2, p. 160-206, nov. 2017. ISSN 2376-2144. DOI: http://dx.doi.org/10.17737/tre.2017.3.2.0042.

PESENTI, M.; MASERA, G.; FIORITO, F. Shaping an Origami shading device through visual and thermal. Energy Procedia, v. 78, p. 346-351, nov. 2015. DOI: https://doi.org/10.1016/j.egypro.2015.11.663

ROUDSARI, M. S.; PAK, M. LADYBUG: A Parametric Environmental Plugin for Grasshopper to Help Designers Create an Environmentally-Conscious Design. In: INTERNATIONAL CONFERENCE OF THE INTERNATIONAL BUILDING PERFORMANCE SIMULATION ASSOCIATION. 13., 2013, Chambery. Proceedings […]. Toronto: IBPSA, 2013, p. 3128-3135.

SADINENI, S. B.; MADALA, S.; BOEHM, R. F. Passive building energy savings: A review of building envelope components. Renewable and Sustainable Energy Reviews, v. 15, n. 8, p. 3618-3630, out. 2011. DOI: https://doi.org/10.1016/j.rser.2011.07.014

SANTANA, L. O.; GUIMARÃES, I. B. B.; CARLO, J. C. Parametrização Aplicada ao Desempenho Energético de Edificações. V!RUS, 11, 2015. Available on: http://www.nomads.usp.br/virus/virus11/?sec=4&item=4&lang=pt. Access on: 03 jun. 2018.

STEVANOVIć, S. Optimization of passive solar design strategies: A review. Renewable and Sustainable Energy Reviews, v. 25, p. 177-196, 2013. DOI: https://doi.org/10.1016/j.rser.2013.04.028

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