Abstract
Buildings are responsible for a third of worldwide energy demand as well as anthropogenic greenhouse gas emissions. Therefore, a holistic approach for energy-efficient design over the life cycle of buildings is necessary. In this work, the relationships between structural efficiency, energetic performance, and aesthetic design are explored in the context of tall buildings. The goal is to reduce the structural mass in order to reduce embodied energy while considering operational energy as well as the aesthetic expression of the structure. For this, we propose a framework that integrates code-based structural design of tall buildings with energy demand simulations, and perform a multiobjective optimization for a tall building in various climate zones. We show that structure can act as shading, that is, cooling savings are achieved with respect to a fully glazed building. Further, we illustrate the trade-offs between buildings with reduced mass, with comparatively little cooling savings, and heavier buildings, with increased cooling savings potential, for example, up to 50%. Finally, we discuss the impact of the column design in different climate zones. The resulting trade-offs allow the architect to make an informed decision between structural design and energy efficiency of the building without sacrificing the architectural intent.
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References
Adeli, H., and N.-T. Cheng. 1994. “Augmented Lagrangian genetic algorithm for structural optimization.” J. Aerosp. Eng. 7 (1): 104–118. https://doi.org/10.1061/(ASCE)0893-1321(1994)7:1(104.
Ali, M. M., and K. S. Moon. 2007. “Structural developments in tall buildings: Current trends and future prospects.” Archit. Sci. Rev. 50 (3): 205–223. https://doi.org/10.3763/asre.2007.5027.
Balling, R. J., R. R. Briggs, and K. Gillman. 2006. “Multiple optimum size/shape/topology designs for skeletal structures using a genetic algorithm.” J. Struct. Eng. 132 (7): 1158–1165. https://doi.org/10.1061/(ASCE)0733-9445(2006)132:7(1158.
Bendsoe, M. P. 2003. Topology optimization: Theory, methods and applications. Berlin: Springer-Verlag.
Chatzi, E., and V. Koumousis. 2009. “Optimal inelastic design of multistorey reinforced concrete buildings towards uniform distribution of minimal damage.” In Proc., Int. Conf. on Structural Engineering Dynamics. Amsterdam, Netherlands: IOS.
Christensen, P. W., and A. Klarbring. 2009. An introduction to structural optimization. Vol. 153 of Solid mechanics and its applications. Dordrecht, Netherlands: Springer.
Coello Coello, C. A., M. Rudnick, and A. D. Christiansen. 1994. “Using genetic algorithms for optimal design of trusses.” In Proc., 6th Int. Conf. on Tools with Artificial Intelligence, 88–94. Piscataway, NJ: IEEE.
Cole, R. J. 1998. “Energy and greenhouse gas emissions associated with the construction of alternative structural systems.” Build. Environ. 34 (3): 335–348. https://doi.org/10.1016/S0360-1323(98)00020-1.
Coley, D. A. 1999. An introduction to genetic algorithms for scientists and engineers. River Edge, NJ: World Scientific. https://doi.org/10.1142/3904.
Crawley, D. B., et al. 2001. “EnergyPlus: Creating a new-generation building energy simulation program.” Energy Build. 33 (4): 319–331. https://doi.org/10.1016/S0378-7788(00)00114-6.
Crawley, D. B., C. O. Pedersen, L. K. Lawrie, and F. C. Winkelmann. 2000. “EnergyPlus: Energy simulation program.” ASHRAE J. 42 (4): 49–56.
Deb, K. 2001. Multi-objective optimization using evolutionary algorithms. Vol. 16 of Wiley interscience series in systems and optimization. New York: Wiley.
Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A fast and elitist multiobjective genetic algorithm: NSGA-II.” IEEE Trans. Evol. Computat. 6 (2): 182–197. https://doi.org/10.1109/4235.996017.
Du, P., A. Wood, B. Stephens, and X. Song. 2015. “Life-cycle energy implications of downtown high-rise vs. suburban low-rise living: An overview and quantitative case study for Chicago.” Buildings 5 (3): 1003–1024. https://doi.org/10.3390/buildings5031003.
Dubourg, V., B. Sudret, and F. Deheeger. 2013. “Metamodel-based importance sampling for structural reliability analysis.” Probab. Eng. Mech. 33 (33): 47–57. https://doi.org/10.1016/j.probengmech.2013.02.002.
Felkner, J., E. Chatzi, and T. Kotnik. 2013a. “Architectural feedback in the structural optimization process.” In Proc., Int. Conf. on Structures and Architecture. Guimarães, Portugal: University of Minho.
Felkner, J., E. Chatzi, and T. Kotnik. 2013b. “Interactive particle swarm optimization for the architectural design of truss structures.” In Proc., IEEE Symp. on Computational Intelligence for Engineering Solutions. Piscataway, NJ: IEEE.
Felkner, J., E. Chatzi, and T. Kotnik. 2015. “Interactive truss design using particle swarm optimization and NURBS curves.” J. Build. Eng. 4 (4): 60–74. https://doi.org/10.1016/j.jobe.2015.08.004.
Foraboschi, P., M. Mercanzin, and D. Trabucco. 2014. “Sustainable structural design of tall buildings based on embodied energy.” Energy Build. 68 (A): 254–269. https://doi.org/10.1016/j.enbuild.2013.09.003.
Holland, J. H. 1975. Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artificial intelligence. Cambridge, MA: MIT Press.
Keoleian, G. A., S. Blanchard, and P. Reppe. 2000. “Life-cycle energy, costs, and strategies for improving a single-family house.” J. Ind. Ecol. 4 (2): 135–156. https://doi.org/10.1162/108819800569726.
Khan, F. 1969. “Recent structural systems in steel for high-rise buildings.” In Proc., British Constructional Steelwork Association Conf. on Steel in Architecture, 24–26. London: British Constructional Steelwork Association.
Krem, M. 2012. “Effect of building morphology on energy and structural performance of high-rise office buildings.” Ph.D. thesis, Dept. of Civil and Environmental Engineering, Univ. of Massachusetts Amherst. https://scholarworks.umass.edu/dissertations/AAI3518381.
Krem, M., S. T. Hoque, S. R. Arwade, and S. F. Breña. 2013. “Structural configuration and building energy performance.” J. Archit. Eng. 19 (1): 29–40. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000103.
Lucon O., et al. 2014. “Buildings.” Chap. 9 in Climate Change 2014: Mitigation of Climate Change, edited by O. Edenhofer, et al., 671–738. Cambridge, UK: Cambridge University Press.
Mendis, P., T. Ngo, N. Haritos, A. Hira, B. Samali, and J. Cheung. 2007. “Wind loading on tall buildings.” EJSE Special Issue: Loading on Structures 3: 41–54.
Miettinen, K. 2012. Nonlinear multiobjective optimization. Vol. 12 of International series in operations research and management science. New York: Springer.
Mitchell, M. 1998. An introduction to genetic algorithms. Cambridge, MA: MIT Press.
Mueller, C., and J. Ochsendorf. 2013. “An integrated computational approach for creative conceptual structural design.” In Proc., International Association for Shell and Spatial Structures (IASS) Symp. Madrid, Spain: IASS.
Ochoa, L., C. Hendrickson, and H. S. Matthews. 2002. “Economic input-output life-cycle assessment of U.S. residential buildings.” J. Infrastruct. Syst. 8 (4): 132–138. https://doi.org/10.1061/(ASCE)1076-0342(2002)8:4(132.
Optis, M., and P. Wild. 2010. “Inadequate documentation in published life cycle energy reports on buildings.” Int. J. Life Cycle Assess. 15 (7): 644–651. https://doi.org/10.1007/s11367-010-0203-4.
Rajan, S. D. 1995. “Sizing, shape, and topology design optimization of trusses using genetic algorithm.” J. Struct. Eng. 121 (10): 1480–1487. https://doi.org/10.1061/(ASCE)0733-9445(1995)121:10(1480.
Rees, W., and M. Wackernagel. 1996. “Urban ecological footprints: Why cities cannot be sustainable—And why they are a key to sustainability.” Environ. Impact Assess. Rev. 16 (4–6): 223–248. https://doi.org/10.1016/S0195-9255(96)00022-4.
Richardson, J. N., G. Nordenson, R. Laberenne, R. F. Coelho, and S. Adriaenssens. 2013. “Flexible optimum design of a bracing system for facade design using multiobjective genetic algorithms.” Autom. Constr. 32 (32): 80–87. https://doi.org/10.1016/j.autcon.2012.12.018.
Sartori, I., and A. G. Hestnes. 2007. “Energy use in the life cycle of conventional and low-energy buildings: A review article.” Energy Build. 39 (3): 249–257. https://doi.org/10.1016/j.enbuild.2006.07.001.
SIA (Swiss Society of Engineers and Architects). 2014a. SIA Code Book. SIA 261. Zurich, Switzerland: SIA.
SIA (Swiss Society of Engineers and Architects). 2014b. SIA Code Book. SIA 262. Zurich, Switzerland: SIA.
United Nations. 2014. World urbanization prospects: The 2014 revision. New York: Dept. of Economic and Social Affairs, United Nations.
Von Buelow, P. 2008. “Suitability of genetic based exploration in the creative design process.” Digital Creativity 19 (1): 51–61. https://doi.org/10.1080/14626260701847522.
Xie, Y. M., and G. P. Steven. 1997. “Basic evolutionary structural optimization.” Chap. 2 in Evolutionary structural optimization, 12–29. London: Springer. https://doi.org/10.1007/978-1-4471-0985-3_2.
Yeang, K. 1999. The green skyscraper: The basis for designing sustainable intensive buildings. Munich, Germany: Prestel Publishing.
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© 2019 American Society of Civil Engineers.
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Received: Jan 5, 2018
Accepted: Nov 6, 2018
Published online: Jul 12, 2019
Published in print: Sep 1, 2019
Discussion open until: Dec 12, 2019
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