CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
id ecaade2020_272
authors De Luca, Francesco and Wortmann, Thomas
year 2020
title Multi-Objective Optimization for Daylight Retrofit
source Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 57-66
summary In sustainable building design, daylight improves occupants' wellbeing and reduces electric lighting use, but glazed areas can increase energy consumption for heating and cooling. Conflicting objectives such as daylight and energy consumption are the primary motivation behind multi-objective optimization. This paper presents the multi-objective optimization problem of maximizing daylight availability and minimizing whole energy consumption for the daylight retrofit of Tallinn University of Technology assembly hall, currently windowless. We present benchmark results of six different multi-objective algorithms and analyze the solutions on the best-known Pareto front. The majority of the analyzed solutions allow for adequate daylight provision of the building without additional energy consumption. Results of daylight and energy simulations for the analyzed solutions, are presented and discussed.
keywords Daylight; Energy efficiency; Retrofit; Parametric design; Multi-objective optimization
series eCAADe
full text file.pdf (12,972,360 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Andersen, M, Mardaljevic, J and Lockley, SW (2012) Find in CUMINCAD A framework for Predicting the Non-visual Effects of Daylight - Part I: Photobiology-based model , Lighting Research & Technology, 44(1), pp. 37-53

100%; open Bader, J and Zitzler, E (2011) Find in CUMINCAD HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization , Evolutionary Computation, 19(1), p. 45-76

100%; open Belém, CG and Leitão, A (2019) Find in CUMINCAD Conflicting Goals in Architecture: A study on Multi-Objective Optimisation , Proc. of 24th CAADRIA, p. 453-462

100%; open Costa, A and Nannicini, G (2018) Find in CUMINCAD RBFOpt: an open-source library for black-box optimization with costly function evaluations , Math. Pro. Com., 10(4), p. 597-629

100%; open De Luca, F, Simson, R, Voll, H and Kurnitski, J (2018) Find in CUMINCAD Daylighting and Energy Performance Design for Single Floor Commercial Hall Buildings , Management of Envinron. Quality: An Int. Journal, 29(4), pp. 722-739

100%; open De Luca, F, Voll, H and Thalfeldt, M (2016) Find in CUMINCAD Horizontal or Vertical? Windows' layout selection for shading devices optimization , Management of Envinron. Quality: An Int. Journal, 27(6), pp. 623-633

100%; open De Luca, F, Voll, H and Thalfeldt, M (2018) Find in CUMINCAD Comparison of Static and Dynamic Shading Systems for Office Buildings Energy Consumption and Cooling Load Assessment , Management of Envinron. Quality: An Int. Journal, 29(5), pp. 978-998

100%; open Deb, K, Pratap, A, Agarwal, S and Meyarivan, T (2002) Find in CUMINCAD A fast and elitist multiobjective genetic algorithm: NSGA-II , IEEE Trans. Evol. Comput., 6(2), p. 182-197

100%; open Emmerich, MTM and Deutz, AH (2018) Find in CUMINCAD A tutorial on multiobjective optimization: fundamentals and evolutionary methods , Nat. Comput., 17(3), p. 585-609

100%; open Haase, M and Grynning, S (2017) Find in CUMINCAD Optimized Façade Design - Energy Efficiency, Comfort and Daylight in Early Design Phase , En. Procedia, 132, pp. 484-489

100%; open Hamdy, M, Nguyen, AT and Hensen, JLM (2016) Find in CUMINCAD A performance comparison of multi-objective optimization algorithms for solving nearly-zero-energy-building design problems , Energy Build., 121, p. 57-71

100%; open Ko, R (2019) Find in CUMINCAD Tuning and Benchmarking a Blackbox Optimization Algorithm , Master's Thesis, Yale

100%; open Li, X (2003) Find in CUMINCAD A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization , GECCO, Springer, pp. 37-48

100%; open Lockley, S (2009) Find in CUMINCAD Circadian Rhythms: Influence of Light in Humans , Larry, RS (eds), Encyclopedia of Neuroscience, Academic Press, pp. 971-988

100%; open Nazaroff, WW (2014) Find in CUMINCAD Illumination, lighting technologies, and indoor environmental quality , Indoor Air, 24(3), pp. 225-226

100%; open Pandharipande, A and Newsham, GR (2018) Find in CUMINCAD Lighting controls: Evolution and Revolution , Lighting Research & Technology, 50, pp. 115-128

100%; open Reinhart, CF, Jakubiec, AJ and Ibarra, D (2013) Find in CUMINCAD Definition of a Reference Office for Standardized Evaluations of Dynamic Façade and Lighting Technologies , Proceedings of BS2013, pp. 3645-3652

100%; open Reinhart, CF, Mardaljevic, J and Rogers, Z (2006) Find in CUMINCAD Dynamic Daylight Performance Metrics for Sustainable Building Design , Leukos, 3(1), pp. 7-31

100%; open Reinhart, CF (2014) Find in CUMINCAD Daylighting Handbook I. Fundamentals. Designing with the Sun , MIT Press

100%; open Reinhart, CF (2018) Find in CUMINCAD Daylighting Handbook II. Daylight Simulations. Dynamic Facades , MIT Press

last changed 2020/09/09 09:50
pick and add to favorite papersHOMELOGIN (you are user _anon_689241 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002