Skip to content

Trends in Bio-Based 3D Concrete Printing (2025-03)

An NLP-Driven Analysis

10.1007/978-981-97-9400-3_37

 Rajczakowska Magdalena
Contribution - Proceedings of the 4th International Conference on Sustainable Development in Civil, Urban and Transportation Engineering, pp. 351-359

Abstract

The EU Bioeconomy Strategy underscores the importance of fostering a shared understanding ofthe shift to a bioeconomyand raising awareness ofthe diverse biomass demand. Since concrete is a globally prevalent material with a substantial environmental impact, it presents an enticing opportunity to integrate biomass products. Particularly, in the context of the burgeoning interest in digital concrete manufacturing, the use of bio-based cementitious “ink” could offer a promising resolution to the environmental challenges faced by the construction sector. This paper examines the current trends in substituting traditional concrete componentswith bio-based materials, such as bio-binders and bio-admixtures, for use in 3D printing technologies. Natural Language Processing (NLP) methods are employed to extract features from a substantial number of published documents automatically. This process aids in identifying the most frequently occurring bio-based ingredients and their biomass sources. Latent Dirichlet Allocation (LDA) is utilized to perform topic modeling and unveil underlying patterns within the corpus. A comprehensive discussion of both current and potential future developments is conducted.

BibTeX
@inproceedings{rajc.2025.TiBB3CP,
  author            = "Magdalena Rajczakowska",
  title             = "Trends in Bio-Based 3D Concrete Printing: An NLP-Driven Analysis",
  doi               = "10.1007/978-981-97-9400-3_37",
  year              = "2025",
  volume            = "418",
  pages             = "351--359",
  booktitle         = "Proceedings of the 4th International Conference on Sustainable Development in Civil, Urban and Transportation Engineering",
}
Formatted Citation

M. Rajczakowska, “Trends in Bio-Based 3D Concrete Printing: An NLP-Driven Analysis”, in Proceedings of the 4th International Conference on Sustainable Development in Civil, Urban and Transportation Engineering, 2025, vol. 418, pp. 351–359. doi: 10.1007/978-981-97-9400-3_37.

Rajczakowska, Magdalena. “Trends in Bio-Based 3D Concrete Printing: An NLP-Driven Analysis”. In Proceedings of the 4th International Conference on Sustainable Development in Civil, Urban and Transportation Engineering, 418:351–59, 2025. https://doi.org/10.1007/978-981-97-9400-3_37.