<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1390-9274</journal-id>
<journal-title><![CDATA[Estoa. Revista de la Facultad de Arquitectura y Urbanismo de la Universidad de Cuenca]]></journal-title>
<abbrev-journal-title><![CDATA[Estoa]]></abbrev-journal-title>
<issn>1390-9274</issn>
<publisher>
<publisher-name><![CDATA[Centro de Investigación de la Facultad de Arquitectura y Urbanismo de la Universidad de Cuenca]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1390-92742023000200067</article-id>
<article-id pub-id-type="doi">10.18537/est.v012.n024.a06</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Algorithm Aided Design Framework for BIM: Daylight In Early Phases of Design]]></article-title>
<article-title xml:lang="es"><![CDATA[Marco de diseño asistido por algoritmos para BIM: luz natural en las primeras fases del diseño]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Koçak]]></surname>
<given-names><![CDATA[Can]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Alaçam]]></surname>
<given-names><![CDATA[Sema]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Istanbul Technical University  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Turkey</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Istanbul Technical University  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Turkey</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>12</volume>
<numero>24</numero>
<fpage>67</fpage>
<lpage>79</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S1390-92742023000200067&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S1390-92742023000200067&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S1390-92742023000200067&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: This study proposes an algorithm-aided design (AAD) framework for using daylight in the early phases of architectural design. Within the scope of the proposed AAD, a performance-based design approach has been adopted that can suggest design solutions by optimising with the Genetic Algorithm (GA) that evaluates the results obtained from daylight calculation. The AAD framework was developed using the visual programming application (Dynamo), which interoperates with BIM Software Autodesk Revit. A case study is simulated to show how the algorithm is used to generate, evaluate and evolve a massing study, demonstrating the potential use and implementation of the framework. The investigations focus on the development of the use of daylight in architecture using the advantages of computational design tools.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: Este estudio propone un marco de diseño asistido por algoritmos (AAD) para utilizar la luz del día en las primeras fases del diseño arquitectónico. Dentro del alcance del AAD propuesto, se ha adoptado un enfoque de diseño basado en el rendimiento que puede sugerir soluciones de diseño mediante la optimización con el algoritmo genético (GA) que evalúa los resultados obtenidos a partir del cálculo de la luz diurna. El marco AAD se desarrolló utilizando la aplicación de programación visual (Dynamo), que interopera con el software BIM Autodesk Revit. Para demostrar el uso potencial y la implementación del marco, se simula un estudio de caso para mostrar cómo se usa el algoritmo para generar, evaluar y desarrollar un estudio de masa. Las investigaciones se centran en el desarrollo del uso de la luz natural en la arquitectura utilizando las ventajas de las herramientas de diseño computacional.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Algorithm Aided Design]]></kwd>
<kwd lng="en"><![CDATA[Performance Based Design]]></kwd>
<kwd lng="en"><![CDATA[BIM]]></kwd>
<kwd lng="en"><![CDATA[Early Phase of Design]]></kwd>
<kwd lng="en"><![CDATA[Genetic Algorithms]]></kwd>
<kwd lng="es"><![CDATA[diseño asistido por algoritmos]]></kwd>
<kwd lng="es"><![CDATA[diseño basado en el rendimiento]]></kwd>
<kwd lng="es"><![CDATA[BIM]]></kwd>
<kwd lng="es"><![CDATA[fase inicial de diseño]]></kwd>
<kwd lng="es"><![CDATA[algoritmos genéticos]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Performance-based design optimization for minimal surface based form.]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[A&#287;&#305;rba&#351;]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Architectural Science Review]]></source>
<year>2018</year>
<volume>61</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>384-99</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Daylight and energy oriented architecture design support model]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Arpac&#305;o&#287;lu]]></surname>
<given-names><![CDATA[Ü.]]></given-names>
</name>
<name>
<surname><![CDATA[Ersoy]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Gazi University Journal of Science]]></source>
<year>2013</year>
<volume>26</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>331-46</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<article-title xml:lang=""><![CDATA[Optimo: A BIM-based multi-objective optimization tool utilizing visual programming for high performance building design.]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Asl]]></surname>
<given-names><![CDATA[M. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Stoupine]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Zarrinmehr]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Yan]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<source><![CDATA[B. Martens, G. Wurzer, T. Grasl, WE., Lorenz &amp; R. Schaffranek (Eds.), Real Time - Proceedings of the 33rd eCAADe Conference]]></source>
<year>2015</year>
<page-range>673-82</page-range><publisher-name><![CDATA[Vienna University of Technology]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Influence of input reflectance values on climate-based daylight metrics using sensitivity analysis]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brembilla]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Hopfe]]></surname>
<given-names><![CDATA[C. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Mardaljevic]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Building Performance Simulation]]></source>
<year>2017</year>
<volume>11</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>333-49</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II.]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Deb]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Agrawal]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Pratap]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Meyarivan]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Parallel Problem Solving from Nature PPSN VI: 6th International Conference Paris, France, September 18-20, 2000 Proceedings 6]]></source>
<year>2000</year>
<page-range>849-58</page-range><publisher-name><![CDATA[Springer Berlin Heidelberg]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Multiobjective design optimization of building space layout, energy, and daylighting performance]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dino]]></surname>
<given-names><![CDATA[I. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Üçoluk]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Computing in Civil Engineering]]></source>
<year>2017</year>
<volume>31</volume>
<numero>5</numero>
<issue>5</issue>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ermolenko]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Algorithm-aided Information Design: Hybrid Design approach on the edge of Associative Methodologies in AEC]]></source>
<year>2020</year>
<publisher-name><![CDATA[Universidade do Minho]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Developing a parametric morphable annual daylight prediction model with improved generalization capability for the early stages of office building design]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Han]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Shen]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sun]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Building and Environment]]></source>
<year>2021</year>
<volume>200</volume>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Predictive models for daylight performance of general floorplans based on CNN and GAN: A proof-of-concept study]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[He]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Cheng]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Building and Environment]]></source>
<year>2021</year>
<volume>206</volume>
<page-range>108346</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Humppi]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Algorithm-Aided Building Information Modeling-Connecting Algorithm-Aided Design and Object-Oriented Design]]></source>
<year>2015</year>
<publisher-name><![CDATA[Tampere University of Technology/School of Architecture]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Evaluating daylighting effectiveness and occupant visual comfort in a side-lit open-plan office building in San Francisco, California]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Konis]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Building and Environment]]></source>
<year>2013</year>
<volume>59</volume>
<page-range>662-77</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Passive Performance and Building Form: An Optimization Framework for Early-Stage Design Support]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Konis]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Gamas]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kensek]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Hall]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Solar Energy]]></source>
<year>2016</year>
<volume>125</volume>
<page-range>161-79</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Simulation of Annual Daylighting Profiles for Internal Illuminance]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mardaljevic]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Lighting Research &amp; Technology]]></source>
<year>2000</year>
<volume>32</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>111-8</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Examples of Climate-Based Daylight Modelling]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mardaljevic]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[CIBSE National Conference 2006: Engineering the Future 21-22 March 2006]]></source>
<year>2006</year>
<numero>67</numero>
<issue>67</issue>
<page-range>1-11</page-range><publisher-name><![CDATA[Oval Cricket Ground]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mengana]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Mousiadis]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Parametric BIM: Energy Performance Analysis Using Dynamo for Revit]]></source>
<year>2016</year>
<publisher-name><![CDATA[KTH Royal Institute of Technology]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Useful daylight illuminances: A replacement for daylight factors]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nabil]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Mardaljevic]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Energy and Buildings]]></source>
<year>2006</year>
<volume>38</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>905-13</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="">
<source><![CDATA[Optimo website]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Designing to reduce construction costs]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Paulson]]></surname>
<given-names><![CDATA[B.C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of the Construction Division]]></source>
<year>1976</year>
<volume>102</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>587-92</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[A performance-based design validation study on EnergyPlus for daylighting analysis]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Queiroz]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Westphal]]></surname>
<given-names><![CDATA[F. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Pereira]]></surname>
<given-names><![CDATA[F. O. R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Building and Environment]]></source>
<year>2020</year>
<volume>183</volume>
<page-range>107088</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<article-title xml:lang=""><![CDATA[The Algorithms-Aided Design (AAD)]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tedeschi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Lombardi]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<source><![CDATA[M. Hemmerling &amp; L. Cocchiarella (Eds). Informed Architecture, /pp. 33-38)]]></source>
<year>2018</year>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tedeschi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[AAD algorithms-aided design. Parametric strategies using grasshopper]]></source>
<year>2014</year>
<publisher-name><![CDATA[Le Penseur Publisher]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="">
<source><![CDATA[TUDelft: Honeybee Tutorial 2: Daylight Analysis with Radiance]]></source>
<year>2023</year>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[BIM-Centric Daylight Profiler for Simulation (BDP4SIM): A methodology for automated product model decomposition and recomposition for climate-based daylighting simulation]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Welle]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Rogers]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Fischer]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Building and Environment]]></source>
<year>2012</year>
<volume>58</volume>
<page-range>114-34</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Dynamic and interactive re-formulation of multi-objective optimization problems for conceptual architectural design exploration]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Di Stefano]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Turrin]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Sariyildiz]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sun]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<source><![CDATA[Automation in Construction]]></source>
<year>2020</year>
<volume>118</volume>
<numero>103251</numero>
<issue>103251</issue>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[An approach for cost and energy efficient retrofitting of a lower secondary school building]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Y&#305;lmaz]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Oral]]></surname>
<given-names><![CDATA[G. K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of the Faculty of Engineering and Architecture of Gazi University]]></source>
<year>2019</year>
<volume>34</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>393-407</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
