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International Journal of Construction Education and Research Volume 5, 2009 - Issue 4
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Original Articles

BIM for Sustainability Analyses

Salman Azhar Ph.D Auburn University, Auburn, AlabamaCorrespondence[email protected]
&
Justin Brown MBC Auburn University, Auburn, Alabama
Pages 276-292 | Published online: 17 Nov 2009

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Safaa Khalil, Kamel Ghali, Nesreen Ghaddar & Mariam Itani. (2020) Hybrid mixed ventilation system aided with personalised ventilation to attain comfort and save energy. International Journal of Sustainable Energy 39:10, pages 964-981.
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P. B. S. Chamikara, B. A. K. S Perera & M. N. N Rodrigo. (2020) Competencies of the quantity surveyor in performing for sustainable construction. International Journal of Construction Management 20:3, pages 237-251.
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Rana Ayman, Zaid Alwan & Lesley McIntyre. (2020) BIM for sustainable project delivery: review paper and future development areas. Architectural Science Review 63:1, pages 15-33.
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Antonio Galiano-Garrigós, Alicia García-Figueroa, Carlos Rizo-Maestre & Ángel González-Avilés. (2019) Evaluation of BIM energy performance and CO2 emissions assessment tools: a case study in warm weather. Building Research & Information 47:7, pages 787-812.
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Cristiane Bueno, Lucas Melchiori Pereira & Márcio Minto Fabricio. (2018) Life cycle assessment and environmental-based choices at the early design stages: an application using building information modelling. Architectural Engineering and Design Management 14:5, pages 332-346.
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Faye Wade, Niamh Murtagh & Russell Hitchings. (2018) Managing professional jurisdiction and domestic energy use. Building Research & Information 46:1, pages 42-53.
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Tristan Gerrish, Malcolm Cook & Kirti Ruikar. (2016) BIM for the management of building services information during building design and use. Science and Technology for the Built Environment 22:3, pages 249-251.
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Javier Irizarry, Pavan Meadati, WasimS. Barham & Amin Akhnoukh. (2012) Exploring Applications of Building Information Modeling for Enhancing Visualization and Information Access in Engineering and Construction Education Environments. International Journal of Construction Education and Research 8:2, pages 119-145.
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Syahrul Nizam Kamaruzzaman, Hafez Salleh, Eric Choen Weng Lou, Rodger Edwards & Phui Fung Wong. (2016) Assessment Schemes for Sustainability Design through BIM: Lessons Learnt. MATEC Web of Conferences 66, pages 00080.
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Wei WuRaja R. A. Issa. (2015) BIM Execution Planning in Green Building Projects: LEED as a Use Case. Journal of Management in Engineering 31:1.
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J.J. McArthur. (2015) A Building Information Management (BIM) Framework and Supporting Case Study for Existing Building Operations, Maintenance and Sustainability. Procedia Engineering 118, pages 1104-1111.
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Farzad Jalaei & Ahmad Jrade. (2014) An Automated BIM Model to Conceptually Design, Analyze, Simulate, and Assess Sustainable Building Projects. Journal of Construction Engineering 2014, pages 1-21.
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F. H. Abanda, M. B. Manjia, C. Pettang, Joseph H. M. Tah & G. E. Nkeng. (2014) Building Information Modelling in Cameroon. International Journal of 3-D Information Modeling 3:4, pages 1-25.
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Oluwole Alfred Olatunji. (2014) Views on building information modelling, procurement and contract management. Proceedings of the Institution of Civil Engineers - Management, Procurement and Law 167:3, pages 117-126.
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Ying Ming Su & Chung Yi Lan. (2014) The Practical Application of Building Information Modeling in the Construction Phase of the Building Life Cycle. Applied Mechanics and Materials 496-500, pages 2523-2528.
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R. Masood, M.K.N. Kharal & A.R. Nasir. (2014) Is BIM Adoption Advantageous for Construction Industry of Pakistan?. Procedia Engineering 77, pages 229-238.
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Robert Eadie, Mike Browne, Henry Odeyinka, Clare McKeown & Sean McNiff. (2013) BIM implementation throughout the UK construction project lifecycle: An analysis. Automation in Construction 36, pages 145-151.
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Ahmad Jrade & Farzad Jalaei. (2013) Integrating building information modelling with sustainability to design building projects at the conceptual stage. Building Simulation 6:4, pages 429-444.
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Aydin Tabrizi & Paola Sanguinetti. (2013) Case Study. International Journal of 3-D Information Modeling 2:4, pages 25-37.
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Jaehyun Park, Junglo Park, Juhyung Kim & Jaejun Kim. (2012) Building information modelling based energy performance assessment system. Construction Innovation 12:3, pages 335-354.
Crossref
Salman Azhar, Wade A. Carlton, Darren Olsen & Irtishad Ahmad. (2011) Building information modeling for sustainable design and LEED® rating analysis. Automation in Construction 20:2, pages 217-224.
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Yaik Wah Lim, Fatemeh Shahsavari, Fazlena Azli, Dilshan Remaz Ossen & Mohd Hamdan Ahmad. (2015) Developing a BIM-Based Process-Driven Decision-Making Framework for Sustainable Building Envelope Design in the Tropics. SSRN Electronic Journal.
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