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USING PARAMETRIC ALGORITHMS WITHIN THE CONTEXT OF ENERGY OPTIMIZATION OF BUILDING SKINS

Year 2019, Volume: 7 Issue: 3, 413 - 425, 30.09.2019

Feyza Nur Aksin Semra Arslan Selçuk

Abstract

As a result of the
continuous increase in the need for energy, the construction industry focuses
more on energy efficient buildings and systems. In this process, the concept of
“performance” can be considered as the key issue behind the design’s decisions.
From this context, the purpose of this study is to investigate how parametric
modeling techniques and algorithms can be used together with to optimize
building energy performance. The study is conducted through descriptive method
and case study analysis covering recently designed four pioneering examples. Consequently,
design samples were examined and evaluated within the framework of energy
optimization on the building skin.

Keywords

parametric algorithms computational architecture performance based design energy optimization building skins

References

  • Aish, R., & Woodbury, R. (2005). Multi-level Interaction in Parametric Design. Paper presented at the International Symposium on Smart Graphics.
  • Al-Din, S. S. M., Iranfare, M., & Surchi, Z. N. S. (2017). Building Thermal Comfort Based on Envelope Development: Criteria for selecting right case study in Kyrenia-North Cyprus. Energy Procedia, 115, 80-91.
  • Almusharaf, A. M. (2011). Incorporating The Structure of Tall Buildings Within An Architectural Form Generation Process. (Doctor of Philosophy), Illinois Institute of Technology,
  • Archello. (2018). Grove Towers. Retrieved from https://archello.com/project/grove-towers#stories , Access date: 28.08.2019
  • Athienitis, A., & O'Brien, W. (2015). Modeling, Design, and Optimization of Net-Zero Energy Buildings: John Wiley & Sons.
  • Attia, S., Hamdy, M., O’Brien, W., & Carlucci, S. (2013). Assessing Gaps and Needs for Integrating Building Performance Optimization Tools in Net Zero Energy Buildings Design. Energy Buildings, 60, 110-124.
  • Bodart, M., & De Herde, A. (2002). Global Energy Savings in Offices Buildings by The Use of Daylighting. Energy Buildings, 34(5), 421-429.
  • Carlucci, S., Pagliano, L., O’Brien, W., & Kapsis, K. (2015). Comfort Considerations in Net ZEBs: Theory and Design. In A. Athienitis & W. O'Brien (Eds.), Modeling, Design, and Optimization of Net-Zero Energy Buildings (pp. 75-106): John Wiley & Sons.
  • Chronis, A., Liapi, K. A., & Sibetheros, I. (2012). A Parametric Approach to the Bioclimatic Design of Large Scale Projects: The Case of a Student Housing Complex. Automation in Construction, 22, 24-35.
  • Dino, I. (2012). Creative Design Exploration by Parametric Generative Systems in Architecture. METU Journal of Faculty of Architecture, 29(1), 207-224.
  • EIA. (2017). International Energy Outlook 2017. Retrieved from www.eia.gov/ieo
  • El Sheikh, M. M. (2011). Intelligent Building Skins: Parametric-Based Algorithm For Kinetic Facades Design And Daylighting Performance Integration. (Master of Building Science), University of Southern California,
  • Eltaweel, A. & Yuehong, S. (2017). Parametric Design and Daylighting: A Literature Review. Renewable Sustainable Energy Reviews, 73, 1086-1103.
  • Erickson, J. (2013). Envelope As Climate Negotiator: Evaluating Adaptive Building Envelope's Capacity To Moderate Indoor Climate And Energy. (Doctor of Philosophy), Arizona State University,
  • Fang, Y. (2017). Optimization of Daylighting and Energy Performance Using Parametric Design, Simulation Modeling, and Genetic Algorithms. (Ph.D. in Design), North Carolina State University,
  • Farias, F. (2013). Contemporary Strategies for Sustainable Design. (Doctor of Philosophy), Texas A&M University,
  • Foster+Partners. (2018). Samba Headquarters. Retrieved from https://www.fosterandpartners.com/projects/samba-headquarters/ , Access date: 25.08.2019
  • Friedman, A. (2012). Fundamentals of Sustainable Dwellings: Island Press.
  • Ghobad, L. (2013). Analysis of Daylighting Performance and Energy Savings in Roof Daylighting Systems. (Doctor of Philosophy), North Carolina State University,
  • Grobman, Y. (2013). The Various Dimensions of the Concept of ‘Performance’in Architecture. In Y. J. Grobman & E. Neuman (Eds.), Performalism: Form and Performance in Digital Architecture (pp. 9-13): Routledge.
  • Hernandez, C. R. B. (2006). Thinking Parametric Design: Introducing Parametric Gaudi. Design Studies, 27(3), 309-324.
  • Ihm, P., Nemri, A., & Krarti, M. (2009). Estimation of Lighting Energy Savings From Daylighting. Building Environment, 44(3), 509-514.
  • John, G., Clements-Croome, D., & Jeronimidis, G. (2005). Sustainable Building Solutions: A Review of Lessons from The Natural World. Building Environment, 40(3), 319-328.
  • Karizi, N. (2015). An Adaptive Intelligent Integrated Lighting Control Approach for High-Performance Office Buildings. (Doctor of Philosophy), Arizona State University,
  • Kolokotroni, M., Robinson-Gayle, S., Tanno, S., & Cripps, A. (2004). Environmental Impact Analysis for Typical Office Facades. Building Research Information, 32(1), 2-16.
  • Krietemeyer, E. A. (2013). Dynamic design framework for mediated bioresponsive building envelopes. (Doctor of Philosophy), Rensselaer Polytechnic Institute,
  • Lam, W. M. (1985). Sunlighting as Formgiver for Architecture: Van Nostrand Reinhold.
  • Li, D. H., & Lam, J. C. (2003). An Investigation of Daylighting Performance and Energy Saving in A Daylit Corridor. Energy Buildings, 35(4), 365-373.
  • Lin, S.-H. E. (2014). Designing-In Performance: Energy Simulation Feedback For Early Stage Design Decision Making. (Doctor of Philosophy), University of Southern California,
  • Malkawi, A. M. (2004). Developments in Environmental Performance Simulation. Automation in Construction, 13(4), 437-445.
  • Ng, R. (2013). Introduction: Experimental Performances: Materials as Actors. In R. Ng & S. Patel (Eds.), Performative Materials in Architecture and Design (pp. 1-18): Intellect.
  • Nguyen, A.-T., Reiter, S., & Rigo, P. (2014). A Review on Simulation-Based Optimization Methods Applied to Building Performance Analysis. Applied Energy, 113, 1043-1058.
  • Özdemir, B. (2005). Sürdürülebilir Çevre İçin Binaların Enerji Etkin Pasif Sistemler Olarak Tasarlanması (Yüksek Lisans Tezi), İTÜ, İstanbul.
  • Peters, B. (2018). Bespoke Tools for a Better World: The Art of Sustainable Design at Burohappold Engineering. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 138-149): John Wiley & Sons.
  • Peters, B., & Peters, T. (2018). Introduction. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 1-13): John Wiley & Sons.
  • Peters, T. (2018a). New Dialogues About Energy: Performance, Carbon and Climate. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 14-27): John Wiley & Sons.
  • Peters, T. (2018b). Architecture Shapes Performance: GXN Advances Solar Modelling And Sensing. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 128-137): John Wiley & Sons.
  • Platform, U. P. (2013a). Study: Hanwha Headquarters Responsive Facade, Part 1. Retrieved from https://www.unstudio.com/en/page/5879/study-hanwha-headquarters-responsive-facade-part-1 , Access date: 27.08.2019
  • Platform, U. P. (2013b). Study: Hanwha Headquarters Responsive Facade, Part 2. Retrieved from https://www.unstudio.com/en/page/5879/study-hanwha-headquarters-responsive-facade-part-1 , Access date: 27.08.2019
  • Radford, A. D., & Gero, J. S. (1987). Design by Optimization in Architecture, Building, and Construction: John Wiley & Sons, Inc.
  • Rahman, A. (2014). Optimizing The Performance Of Building Envelope For Energy Efficiency Considering Adaptive Thermal Comfort: A Case Of Tropical Climate In Dhaka. (Doctor of Philosophy), Illinois Institute of Technology,
  • Rahmani Asl, M. (2015). A Building Information Model (BIM) Based Framework for Performance Optimization. (Doctor of Philosophy), Texas A&M University,
  • Sadineni, S. B., Madala, S., & Boehm, R. F. (2011). Passive Building Energy Savings: A Review of Building Envelope Components. Renewable Sustainable Energy Reviews, 15(8), 3617-3631.
  • Shan, R. (2016). Climate Responsive Façade Optimization Strategy. (Doctor of Philosophy), The University of Michigan,
  • Stevanović, S. (2013). Optimization of Passive Solar Design Strategies: A Review. Renewable Sustainable Energy Reviews, 25, 177-196.
  • Su, Z. (2015). Improving Design Optimization and Optimization-based Design Knowledge Discovery. (Doctor of Philosophy), Texas A&M University,
  • UNStudio. (2013). Hanwha Headquarters Remodelling. Retrieved from https://www.unstudio.com/en/page/3405/hanwha-headquarters-remodelling , Access date: 26.08.2019
  • Veitch, J. A. (2001). Psychological Processes Influencing Lighting Quality. Journal of the Illuminating Engineering Society, 30(1), 124-140.
  • Vong, N. (2016). Climate Change and Building Energy Use: Evaluating the Impact of Future Weather on Building Energy Performance in Tropical Regions. (Doctor of Architecture), University of Hawaii,
  • Walker, A. (2013). Solar Energy: Technologies and Project Delivery for Buildings: John Wiley & Sons.
  • Wang, T.-H. (2012). Customizing Pattern-Based Tessellation for NURBS Surface Reconstruction with Irregular Boundary Conditions. (Doctor of Philosophy), Carnegie Mellon University,
  • Wetter, M. (2004). Simulation-Based Building Energy Optimization. (Doctor of Philosophy (Unpublished)), University of California, Berkeley.

Year 2019, Volume: 7 Issue: 3, 413 - 425, 30.09.2019

Feyza Nur Aksin Semra Arslan Selçuk

Abstract

References

  • Aish, R., & Woodbury, R. (2005). Multi-level Interaction in Parametric Design. Paper presented at the International Symposium on Smart Graphics.
  • Al-Din, S. S. M., Iranfare, M., & Surchi, Z. N. S. (2017). Building Thermal Comfort Based on Envelope Development: Criteria for selecting right case study in Kyrenia-North Cyprus. Energy Procedia, 115, 80-91.
  • Almusharaf, A. M. (2011). Incorporating The Structure of Tall Buildings Within An Architectural Form Generation Process. (Doctor of Philosophy), Illinois Institute of Technology,
  • Archello. (2018). Grove Towers. Retrieved from https://archello.com/project/grove-towers#stories , Access date: 28.08.2019
  • Athienitis, A., & O'Brien, W. (2015). Modeling, Design, and Optimization of Net-Zero Energy Buildings: John Wiley & Sons.
  • Attia, S., Hamdy, M., O’Brien, W., & Carlucci, S. (2013). Assessing Gaps and Needs for Integrating Building Performance Optimization Tools in Net Zero Energy Buildings Design. Energy Buildings, 60, 110-124.
  • Bodart, M., & De Herde, A. (2002). Global Energy Savings in Offices Buildings by The Use of Daylighting. Energy Buildings, 34(5), 421-429.
  • Carlucci, S., Pagliano, L., O’Brien, W., & Kapsis, K. (2015). Comfort Considerations in Net ZEBs: Theory and Design. In A. Athienitis & W. O'Brien (Eds.), Modeling, Design, and Optimization of Net-Zero Energy Buildings (pp. 75-106): John Wiley & Sons.
  • Chronis, A., Liapi, K. A., & Sibetheros, I. (2012). A Parametric Approach to the Bioclimatic Design of Large Scale Projects: The Case of a Student Housing Complex. Automation in Construction, 22, 24-35.
  • Dino, I. (2012). Creative Design Exploration by Parametric Generative Systems in Architecture. METU Journal of Faculty of Architecture, 29(1), 207-224.
  • EIA. (2017). International Energy Outlook 2017. Retrieved from www.eia.gov/ieo
  • El Sheikh, M. M. (2011). Intelligent Building Skins: Parametric-Based Algorithm For Kinetic Facades Design And Daylighting Performance Integration. (Master of Building Science), University of Southern California,
  • Eltaweel, A. & Yuehong, S. (2017). Parametric Design and Daylighting: A Literature Review. Renewable Sustainable Energy Reviews, 73, 1086-1103.
  • Erickson, J. (2013). Envelope As Climate Negotiator: Evaluating Adaptive Building Envelope's Capacity To Moderate Indoor Climate And Energy. (Doctor of Philosophy), Arizona State University,
  • Fang, Y. (2017). Optimization of Daylighting and Energy Performance Using Parametric Design, Simulation Modeling, and Genetic Algorithms. (Ph.D. in Design), North Carolina State University,
  • Farias, F. (2013). Contemporary Strategies for Sustainable Design. (Doctor of Philosophy), Texas A&M University,
  • Foster+Partners. (2018). Samba Headquarters. Retrieved from https://www.fosterandpartners.com/projects/samba-headquarters/ , Access date: 25.08.2019
  • Friedman, A. (2012). Fundamentals of Sustainable Dwellings: Island Press.
  • Ghobad, L. (2013). Analysis of Daylighting Performance and Energy Savings in Roof Daylighting Systems. (Doctor of Philosophy), North Carolina State University,
  • Grobman, Y. (2013). The Various Dimensions of the Concept of ‘Performance’in Architecture. In Y. J. Grobman & E. Neuman (Eds.), Performalism: Form and Performance in Digital Architecture (pp. 9-13): Routledge.
  • Hernandez, C. R. B. (2006). Thinking Parametric Design: Introducing Parametric Gaudi. Design Studies, 27(3), 309-324.
  • Ihm, P., Nemri, A., & Krarti, M. (2009). Estimation of Lighting Energy Savings From Daylighting. Building Environment, 44(3), 509-514.
  • John, G., Clements-Croome, D., & Jeronimidis, G. (2005). Sustainable Building Solutions: A Review of Lessons from The Natural World. Building Environment, 40(3), 319-328.
  • Karizi, N. (2015). An Adaptive Intelligent Integrated Lighting Control Approach for High-Performance Office Buildings. (Doctor of Philosophy), Arizona State University,
  • Kolokotroni, M., Robinson-Gayle, S., Tanno, S., & Cripps, A. (2004). Environmental Impact Analysis for Typical Office Facades. Building Research Information, 32(1), 2-16.
  • Krietemeyer, E. A. (2013). Dynamic design framework for mediated bioresponsive building envelopes. (Doctor of Philosophy), Rensselaer Polytechnic Institute,
  • Lam, W. M. (1985). Sunlighting as Formgiver for Architecture: Van Nostrand Reinhold.
  • Li, D. H., & Lam, J. C. (2003). An Investigation of Daylighting Performance and Energy Saving in A Daylit Corridor. Energy Buildings, 35(4), 365-373.
  • Lin, S.-H. E. (2014). Designing-In Performance: Energy Simulation Feedback For Early Stage Design Decision Making. (Doctor of Philosophy), University of Southern California,
  • Malkawi, A. M. (2004). Developments in Environmental Performance Simulation. Automation in Construction, 13(4), 437-445.
  • Ng, R. (2013). Introduction: Experimental Performances: Materials as Actors. In R. Ng & S. Patel (Eds.), Performative Materials in Architecture and Design (pp. 1-18): Intellect.
  • Nguyen, A.-T., Reiter, S., & Rigo, P. (2014). A Review on Simulation-Based Optimization Methods Applied to Building Performance Analysis. Applied Energy, 113, 1043-1058.
  • Özdemir, B. (2005). Sürdürülebilir Çevre İçin Binaların Enerji Etkin Pasif Sistemler Olarak Tasarlanması (Yüksek Lisans Tezi), İTÜ, İstanbul.
  • Peters, B. (2018). Bespoke Tools for a Better World: The Art of Sustainable Design at Burohappold Engineering. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 138-149): John Wiley & Sons.
  • Peters, B., & Peters, T. (2018). Introduction. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 1-13): John Wiley & Sons.
  • Peters, T. (2018a). New Dialogues About Energy: Performance, Carbon and Climate. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 14-27): John Wiley & Sons.
  • Peters, T. (2018b). Architecture Shapes Performance: GXN Advances Solar Modelling And Sensing. In B. Peters & T. Peters (Eds.), Computing the Environment: Digital Design Tools for Simulation and Visualisation of Sustainable Architecture (pp. 128-137): John Wiley & Sons.
  • Platform, U. P. (2013a). Study: Hanwha Headquarters Responsive Facade, Part 1. Retrieved from https://www.unstudio.com/en/page/5879/study-hanwha-headquarters-responsive-facade-part-1 , Access date: 27.08.2019
  • Platform, U. P. (2013b). Study: Hanwha Headquarters Responsive Facade, Part 2. Retrieved from https://www.unstudio.com/en/page/5879/study-hanwha-headquarters-responsive-facade-part-1 , Access date: 27.08.2019
  • Radford, A. D., & Gero, J. S. (1987). Design by Optimization in Architecture, Building, and Construction: John Wiley & Sons, Inc.
  • Rahman, A. (2014). Optimizing The Performance Of Building Envelope For Energy Efficiency Considering Adaptive Thermal Comfort: A Case Of Tropical Climate In Dhaka. (Doctor of Philosophy), Illinois Institute of Technology,
  • Rahmani Asl, M. (2015). A Building Information Model (BIM) Based Framework for Performance Optimization. (Doctor of Philosophy), Texas A&M University,
  • Sadineni, S. B., Madala, S., & Boehm, R. F. (2011). Passive Building Energy Savings: A Review of Building Envelope Components. Renewable Sustainable Energy Reviews, 15(8), 3617-3631.
  • Shan, R. (2016). Climate Responsive Façade Optimization Strategy. (Doctor of Philosophy), The University of Michigan,
  • Stevanović, S. (2013). Optimization of Passive Solar Design Strategies: A Review. Renewable Sustainable Energy Reviews, 25, 177-196.
  • Su, Z. (2015). Improving Design Optimization and Optimization-based Design Knowledge Discovery. (Doctor of Philosophy), Texas A&M University,
  • UNStudio. (2013). Hanwha Headquarters Remodelling. Retrieved from https://www.unstudio.com/en/page/3405/hanwha-headquarters-remodelling , Access date: 26.08.2019
  • Veitch, J. A. (2001). Psychological Processes Influencing Lighting Quality. Journal of the Illuminating Engineering Society, 30(1), 124-140.
  • Vong, N. (2016). Climate Change and Building Energy Use: Evaluating the Impact of Future Weather on Building Energy Performance in Tropical Regions. (Doctor of Architecture), University of Hawaii,
  • Walker, A. (2013). Solar Energy: Technologies and Project Delivery for Buildings: John Wiley & Sons.
  • Wang, T.-H. (2012). Customizing Pattern-Based Tessellation for NURBS Surface Reconstruction with Irregular Boundary Conditions. (Doctor of Philosophy), Carnegie Mellon University,
  • Wetter, M. (2004). Simulation-Based Building Energy Optimization. (Doctor of Philosophy (Unpublished)), University of California, Berkeley.
There are 52 citations in total.

Details

Primary Language English
Subjects Architecture
Journal Section Architecture
Authors

Feyza Nur Aksin 0000-0002-0773-6833

Semra Arslan Selçuk

Publication Date September 30, 2019
Submission Date September 16, 2019
Published in Issue Year 2019 Volume: 7 Issue: 3

Cite

APA Aksin, F. N., & Arslan Selçuk, S. (2019). USING PARAMETRIC ALGORITHMS WITHIN THE CONTEXT OF ENERGY OPTIMIZATION OF BUILDING SKINS. Gazi University Journal of Science Part B: Art Humanities Design and Planning, 7(3), 413-425.