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Architectural 3D-Printed Structures Created Using Artificial Intelligence: A Review of Techniques and Applications
dc.creator | Živković, Milijana | |
dc.creator | Žujović, Maša | |
dc.creator | Milošević, Jelena | |
dc.date.accessioned | 2023-10-26T09:45:17Z | |
dc.date.available | 2023-10-26T09:45:17Z | |
dc.date.issued | 2023 | |
dc.identifier.issn | 2076-3417 | |
dc.identifier.uri | https://raf.arh.bg.ac.rs/handle/123456789/1378 | |
dc.description.abstract | Artificial Intelligence (AI) and 3D printing (3DP) play considerable roles in what is known as the Fourth Industrial Revolution, by developing data- and machine-intelligence-based integrated production technologies. In architecture, this shift was induced by increasingly complex design requirements, posing important challenges for real-world design implementation, large-scale structure fabrication, and production quality standardization. The study systematically reviews the application of AI techniques in all stages of creating 3D-printed architectural structures and provides a comprehensive image of the development in the field. The research goals are to (1) offer a comprehensive critical analysis of the body of literature; (2) identify and categorize approaches to integrating AI in the production of 3D-printed structures; (3) identify and discuss challenges and opportunities of AI integration in architectural production of 3D-printed structures; and (4) identify research gaps and provide recommendations for future research. The findings indicate that AI is an emerging addition to the 3DP process, mainly transforming it through the real-time adjustment of the design or printing parameters, enhanced printing quality control, or prediction and optimization of key design features. However, the potential of the application of AI in large-scale architectural 3D printing still needs to be explored. Lastly, the study emphasizes the necessity of redefining traditional field boundaries, opening new opportunities for intelligent architectural production. | sr |
dc.language.iso | en | sr |
dc.publisher | Multidisciplinary Digital Publishing Institute- MDPI | sr |
dc.relation | info:eu-repo/grantAgreement/MESTD/inst-2020/200090/RS// | sr |
dc.rights | openAccess | sr |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
dc.subject | architectural design | sr |
dc.subject | digital design | sr |
dc.subject | digital fabrication | sr |
dc.subject | additive manufacturing | sr |
dc.subject | 3D printing | sr |
dc.subject | artificial intelligence | sr |
dc.subject | machine learning | sr |
dc.subject | deep learning | sr |
dc.subject | artificial neural networks | sr |
dc.subject | computer vision | sr |
dc.title | Architectural 3D-Printed Structures Created Using Artificial Intelligence: A Review of Techniques and Applications | sr |
dc.type | article | sr |
dc.rights.license | BY | sr |
dcterms.abstract | Жујовић, Маша; Живковић, Милијана; Милошевић, Јелена; | |
dc.citation.volume | 13 | |
dc.citation.issue | 19 | |
dc.citation.spage | 10671 | |
dc.identifier.doi | 10.3390/ app131910671 | |
dc.identifier.fulltext | http://raf.arh.bg.ac.rs/bitstream/id/4763/applsci-13-10671.pdf | |
dc.type.version | publishedVersion | sr |