1. bookVolume 26 (2021): Issue 1 (March 2021)
Journal Details
License
Format
Journal
eISSN
2729-7640
First Published
15 Nov 1996
Publication timeframe
4 times per year
Languages
English
access type Open Access

Use of Artificial Intelligence in the Field of Sustainable Architecture: Current Knowledge

Published Online: 26 Mar 2021
Volume & Issue: Volume 26 (2021) - Issue 1 (March 2021)
Page range: 20 - 29
Received: 15 Nov 2020
Accepted: 11 Feb 2021
Journal Details
License
Format
Journal
eISSN
2729-7640
First Published
15 Nov 1996
Publication timeframe
4 times per year
Languages
English
Abstract

Innovative technologies help automate the work of the designer. A 3D model of the building can be used to calculate the required values. This will also allow you to create associative sections that, when changing the geometry of the 3D model, automatically adjust the drawn elements on the resulting 2D drawing. Information technologies enable participants from all over the world to work on one project and, thanks to the BIM (building information modelling) method, to design buildings during their life cycle more efficiently. At present, critical studies are published on interoper-ability in BIM and its lack of coordination or amount of information that is misinterpreted, etc. However, working in BIM is the most effective way to use computer technology to design buildings. There is a lot of information about the building in the 3D model itself, which can also be used for purposes other than construction (building management, reconstruction). But how to process a large amount of information in a 3D model? Many buildings already have their 3D models shared on cloud platforms, these contain information that could help, for example, find solutions for green construction using artificial intelligence (AI). We meet with AI every day. It supports internet search engines, predicts auto-completion words as you type. AI can also be found in architecture – not only as visions at exhibitions, but also in research on process optimization in BIM.

Keywords

[1] Sharma, R. (2020) “What is Artificial Intelligence? How does Artificial Intelligence work and how is AI used?”, In: Medium. Available at: <https://bit.ly/2IBB3Ls> [Accessed: 2020-11-15] Search in Google Scholar

[2] Lu, Y., Wu, Z., Chang, R., Li, Y. (2017) “Building Information Modeling (BIM) for green buildings: A critical review and future direction. Automation in Construction”, In: ResearchGate, pp. 134-148. Available at: <https://rb.gy/t2adib> [Accessed: 2020-11-15]10.1016/j.autcon.2017.08.024 Search in Google Scholar

[3] Chaillou, S. (2020) “A tour of AI in Architecture - A Virtual Tour at the Arsenal Pavilion”. Available at: <https://bit.ly/2IDQC5x> [Accessed: 2020-11-15] Search in Google Scholar

[4] Chaillou, S. (2020) In: Stanislaschaillou. Available at: <http://stanislaschaillou.com/> [Accessed: 2020-11-15] Search in Google Scholar

[5] Chaillou, S. (2020) “Space Layouts & GANS - GAN - enabled Floor Plan Generation. Towards Data Science”, In: Academia. Available at: <https://bit.ly/36GSQsK> [Accessed 2020-11-15] Search in Google Scholar

[6] Chaillou, S. (2019) Architecture & Style: “A New Frontier for AI in Architecture, Harvard University”, In: Academia. Available at: https://bit.ly/3kyBQtM [Accessed 2020-11-15] Search in Google Scholar

[7] Frías, C., Peña, J., Sánchez, E., Almeida, L. (2020) “BIMBOT (Artificial intelligence applied to BIM design). EGEExpresión Gráfica en la Edificacon”, In: ResearchGate. Available at: <https://bit.ly/3f3oaG3> [Accessed 2020-11-15] Search in Google Scholar

[8] Mia, G., Liu, Y., Shang, S. (2019) “A Building Information Model (BIM) and Artificial Neural Network (ANN) Based System for Personal Thermal Comfort Evaluation and Energy Efficient Design of Interior Space”, In: ResearchGate, 11, 4972. Available at: <https://bit.ly/2IFCdVY> [Accessed 2020-11-15]10.3390/su11184972 Search in Google Scholar

[9] Petrova, E. (2019) “AI for BIM-based sustainable building design: Integrating knowledge discovery and semantic data modelling for evidence-based decision support (Thesis for PhD in Civil Engineering)”, Aalborg University, Denmark, In: ResearchGate. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[10] Technopedia, In: Technopedia.com. Available at: https://bit.ly/35vcw3E [Accessed 2020-11-15] Search in Google Scholar

[11] Chaillou, S. (2019) “The Advent of Architectural AI: A Historical Perspective. Harvard University”, In: Academia 2. Available at: <https://bit.ly/2IE6Fjo> [Accessed 2020-11-15]. Search in Google Scholar

[12] Sonix, In: sonix.ai - https://bit.ly/3psFcCe [Accessed 2020-11-15] Search in Google Scholar

[13] Boucher, P. (2019) “How artificial intelligence works”, EPRS – European Parliamentary Research Service, In: europarl.europa 2. Available at: <https://rb.gy/wg2jff> [Accessed 2020-11-15] Search in Google Scholar

[14] Ibid., In: europarl.europa 8. Available at: <https://rb.gy/wg2jff> [Accessed 2020-11-15] Search in Google Scholar

[15] Thinkautomation, In: thinkautomation.com - https://bit.ly/3f5AmpF. [Accessed 2020-11-15] Search in Google Scholar

[16] Boucher, P. (2019) “How artificial intelligence works”, EPRS – European Parliamentary Research Service, In: europarl.europa 4-5. Available at: <https://rb.gy/wg2jff> [Accessed 2020-11-15] Search in Google Scholar

[17] Chaillou, S. (2020b) “Space Layouts & GANS - GAN - enabled Floor Plan Generation. Towards Data Science”, In: Academia 2. Available at: <https://bit.ly/36GSQsK> [Accessed 2020-11-15] Search in Google Scholar

[18] Frías, C., Peña, J., Sánchez, E., Almeida, L. (2020) “BIMBOT (Artificial intelligence applied to BIM design). EGEExpresión Gráfica en la Edificacon”, In: ResearchGate 1. Available at: <https://bit.ly/3f3oaG3> [Accessed 2020-11-15] Search in Google Scholar

[19] Ibid., In: ResearchGate 4-6. Available at: <https://bit.ly/3f3oaG3> [Accessed 2020-11-15] Search in Google Scholar

[20] Petrova E. (2019) “AI for BIM-based sustainable building design: Integrating knowledge discovery and semantic data modelling for evidence-based decision support (Thesis for PhD in Civil Engineering)”, Aalborg University, Denmark, In: ResearchGate 7-8. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[21] Ibid., In: ResearchGate 109-111. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[22] Ibid., In: ResearchGate 21-22. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[23] Ibid., In: ResearchGate 22-25. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[24] Ibid., In: ResearchGate 29-30. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[25] Ibid., In: ResearchGate 32. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[26] Jin, C., Xu, M., Lin, L. & Zhou, X. (2018) “Exploring BIM data by graph-based unsupervised learning”, In: Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods In: Scitepress (ICPRAM 2018), pp. 582-589. Available at: <https://bit.ly/3eZXRk5> [Accessed 2020-11-15]10.5220/0006715305820589 Search in Google Scholar

[27] Liu, Y., Huang, Y., Stouffs, R. (2015) “Using a data-driven approach to support the design of energy-efficient buildings”, In: itcon Journal of Information Technology in Construction (ITcon), Special issue ECPPM 2014-10th European Conference on Product and Process Modelling 20, pp. 80–96. Available at: https://rb.gy/un3lcs [Accessed 2020-11-15] Search in Google Scholar

[28] Technopedia, In: Technopedia.com - https://bit.ly/2H4ocRx [Accessed 2020-11-15] Search in Google Scholar

[29] Petrova, E. (2019) “AI for BIM-based sustainable building design: Integrating knowledge discovery and semantic data modelling for evidence-based decision support (Thesis for PhD in Civil Engineering), Aalborg University, Denmark, In: ResearchGate 38-39. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[30] Technopedia, In: Technopedia.com - https://bit.ly/2KcwmZh [Accessed 2020-11-15] Search in Google Scholar

[31] Petrova, E. (2019) “AI for BIM-based sustainable building design: Integrating knowledge discovery and semantic data modelling for evidence-based decision support (Thesis for PhD in Civil Engineering)”. Aalborg University, Denmark, In: ResearchGate 60-66. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[32] Ibid., In: ResearchGate 66-68. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[33] Ibid., In: ResearchGate 69-70. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15]10.1007/s001940100094 Search in Google Scholar

[34] Ibid., In: ResearchGate 73. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[35] Ibid., In: ResearchGate 78-82. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[36] Ibid., In: ResearchGate 83-98. Available at: <https://bit.ly/38Is4mr> [Accessed 2020-11-15] Search in Google Scholar

[37] Boucher, P. (2019) “How artificial intelligence works”, EPRS – European Parliamentary Research Service, In: europarl.europa 3. Available at: <https://rb.gy/wg2jff> [Accessed 2020-11-15] Search in Google Scholar

[38] Ibid., In: europarl.europa 6. Available at: <https://rb.gy/wg2jff> [Accessed 2020-11-15] Search in Google Scholar

[39] Hajtmanek, R. (2020) “Re-interpretation of architectural works by machine learning tool”, In: PEŘINKOVÁ, M. -- JÜTTNEROVÁ SANDRA, -- VIDECKÁ LUCIE. “Architecture in Perspective 2020. Proceedings of the International Conference”, Ostrava: Vysoká škola báňská – Technická univerzita Ostrava, pp. 328—332, ISBN 978-80-248-4450-3. Search in Google Scholar

[40] Center for contextual innovation, In: proftgs.blogspot.com Available at: <https://bit.ly/3b5w5Ca> [Accessed 2020-11-15] Search in Google Scholar

[41] Watch blog, In: blog.gao.gov. Available at: <https://bit.ly/37YXWSW> [Accessed 2020-11-15] Search in Google Scholar

Recommended articles from Trend MD

Plan your remote conference with Sciendo