CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
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id ecaade2024_180
authors Licen, Jurij; Chen, Taole
year 2024
title Use of Genetic Optimisation Algorithms in the Design of 3D Concrete Printed Shell Structures
doi https://doi.org/10.52842/conf.ecaade.2024.1.213
source Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 1, pp. 213–222
summary A transition from disparate data to interconnected and contextually integrated data is currently causing a paradigm shift in the architecture industry. The need for fabrication-aware architectural representation models, that enable designers to interface with today's data-intensive manufacturing technologies, is a direct consequence of new concepts such as smart fabrication, automation and vertical integration. Compared to conventional concrete casting methods, 3D Concrete Printing (3DCP) offers a wide range of advantages, particularly the ability to create complex geometry. A lack of computational modelling techniques that link design and production for 3DCP is currently making it difficult to predict the printability of designs. This research presents a unified design-to-fabrication framework using machine learning (ML) that is customized for freeform steel-reinforced 3DCP shell structures. 3DCP is used to create incrementally cast sacrificial formwork. In particular, the segmentation process is fed back into the design process using genetic optimization for a fabrication-aware design model. The framework is validated with a series of physical experiments.
keywords Additive Manufacturing, 3D Concrete Printing, Architectural Design, Integrated Workflow, Fabrication-Aware Modelling, Conceptual Design, Concrete Shells
series eCAADe
email
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