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Integrated optimization with building information modeling and life cycle assessment for generating energy efficient buildings

Author

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  • Najjar, Mohammad
  • Figueiredo, Karoline
  • Hammad, Ahmed W.A.
  • Haddad, Assed

Abstract

Energy consumption in buildings is a very important issue, where the operational demand is considered to be one of the highest amongst all other sectors of an economy. Moving towards energy efficient buildings is a key factor to achieve sustainability. A novel framework for integrating mathematical optimization, Building Information Modeling, and Life Cycle Assessment to enhance the operating energy efficiency of the resulting building designs adopted, along with reducing the difficulties associated with the construction of the building, in terms of cost of construction, is developed. The framework accommodates various parameters, via integrating mathematical optimization programming, Building Information Modeling, and Life Cycle Assessment to improve the building performance, identify alternative sustainable designs, and empower the decision-making process and sustainability in the construction sector. Through the developed optimization model, the examination of various alternatives for building components that make up the envelope of a residential building is undertaken. Insights gained from the results show that all components of building envelopes influence the energy consumption in buildings, particularly, exterior walls and windows. Impacts in terms of annual energy use intensity can be reduced by about 45%, life cycle energy use and cost can be enhanced by more than 50%, and environmental impacts such as acidification and global warming potential can be reduced by more than 30%, due to use of the proposed framework. This work indicates that sustainable building decisions can be achieved by optimizing the material selection and assessment of environmental impact via Building Information Modeling and life cycle assessment.

Suggested Citation

  • Najjar, Mohammad & Figueiredo, Karoline & Hammad, Ahmed W.A. & Haddad, Assed, 2019. "Integrated optimization with building information modeling and life cycle assessment for generating energy efficient buildings," Applied Energy, Elsevier, vol. 250(C), pages 1366-1382.
    • Handle: RePEc:eee:appene:v:250:y:2019:i:c:p:1366-1382
    DOI: 10.1016/j.apenergy.2019.05.101
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    References listed on IDEAS

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    1. Eleftheriadis, Stathis & Mumovic, Dejan & Greening, Paul, 2017. "Life cycle energy efficiency in building structures: A review of current developments and future outlooks based on BIM capabilities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 811-825.
    2. Gao, Hao & Koch, Christian & Wu, Yupeng, 2019. "Building information modelling based building energy modelling: A review," Applied Energy, Elsevier, vol. 238(C), pages 320-343.
    3. Panagiotis Kontogiorgos & Nikolaos Chrysanthopoulos & George P. Papavassilopoulos, 2018. "A Mixed-Integer Programming Model for Assessing Energy-Saving Investments in Domestic Buildings under Uncertainty," Energies, MDPI, vol. 11(4), pages 1-14, April.
    4. Žigart, Maja & Kovačič Lukman, Rebeka & Premrov, Miroslav & Žegarac Leskovar, Vesna, 2018. "Environmental impact assessment of building envelope components for low-rise buildings," Energy, Elsevier, vol. 163(C), pages 501-512.
    5. Chen, Xi & Yang, Hongxing, 2017. "A multi-stage optimization of passively designed high-rise residential buildings in multiple building operation scenarios," Applied Energy, Elsevier, vol. 206(C), pages 541-557.
    6. Mohamad Monkiz Khasreen & Phillip F. G. Banfill & Gillian F. Menzies, 2009. "Life-Cycle Assessment and the Environmental Impact of Buildings: A Review," Sustainability, MDPI, vol. 1(3), pages 1-28, September.
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