Generating and Evaluating City Building Facades Using Artificial Intelligence

Susa Dımıtrova

doi:10.55549/epstem.1411061

Conference Paper

Year 2023, Volume: 26, 451 - 459, 30.12.2023

Susa Dımıtrova

https://doi.org/10.55549/epstem.1411061

Abstract

References

Almusaed, A., & Yitmen, I. (2023). Architectural reply for smart building design concepts based on artificial intelligence simulation models and digital twins. Sustainability, 15(6), 6, 4955.
As, I., Pal, S., & Basu, P. (2018). Artificial intelligence in architecture: Generating conceptual design via deep learning. International Journal of Architectural Computing, 16(4), 306–327.
Castro Pena, M. L., Carballal, A., Rodríguez-Fernández, N., Santos, I., & Romero, J. (2021). Artificial intelligence applied to conceptual design. A review of its use in architecture. Automation in Construction, 124, 103550.

Generating and Evaluating City Building Facades Using Artificial Intelligence

Year 2023, Volume: 26, 451 - 459, 30.12.2023

Susa Dımıtrova

https://doi.org/10.55549/epstem.1411061

Abstract

The present study examines the various methods involved in the generation of city building facades. Elements of the entire process are explored – from obtaining the necessary information to using it to create a harmonious urban environment. The methods considered – the recognition and generation of facade elements, the generation of as-built Building Information Model (BIM) and Digital Twins of buildings (DT) – are evaluated against the needs of the generation, as well as what their place is in the foreseeable future development of architecture in the metaverse. The purpose of the study is to present the best practices in the field depending on the needs of the model and to show their practical application. An example is given of using drone imagery to assess the predominant coloration of facades with a view to generating examples harmonious with surrounding buildings. The example uses the scripting language python and different libraries to evaluate the image information and presents the results as a figure displaying the three predominant colors of the given image.

Keywords

Architecture , Artificial , Building , Facade , Metaverse

References

Almusaed, A., & Yitmen, I. (2023). Architectural reply for smart building design concepts based on artificial intelligence simulation models and digital twins. Sustainability, 15(6), 6, 4955.
As, I., Pal, S., & Basu, P. (2018). Artificial intelligence in architecture: Generating conceptual design via deep learning. International Journal of Architectural Computing, 16(4), 306–327.
Castro Pena, M. L., Carballal, A., Rodríguez-Fernández, N., Santos, I., & Romero, J. (2021). Artificial intelligence applied to conceptual design. A review of its use in architecture. Automation in Construction, 124, 103550.

There are 3 citations in total.

Details

Primary Language	English
Subjects	Environmental and Sustainable Processes
Journal Section	Articles
Authors	Susa Dımıtrova
Early Pub Date	December 28, 2023
Publication Date	December 30, 2023
Published in Issue	Year 2023 Volume: 26

Cite

APA	Dımıtrova, S. (2023). Generating and Evaluating City Building Facades Using Artificial Intelligence. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 26, 451-459. https://doi.org/10.55549/epstem.1411061