Publication | Computer-Aided Design 2022
BeNTO: Beam Network Topology Optimization
This paper presents a new method for generative design, democratizing the creation of beam and frame structures that can be affordably constructed from bolted or welded extrusions.
Read more in the blog post New Research Brings Beam Structures to Generative Design.
Download publicationAbstract
BeNTO: Beam Network Topology Optimization
Nigel J. W. Morris, Pradeep Kumar Jayaraman, Adrian Butscher
Computer-Aided Design 2022
We present an optimization framework that allows designers and engineers to develop conceptual designs for structures that can be manufactured using a network of connected beams. We leverage level set-based topology optimization along with a graph representation extracted from the skeleton of the level set. This graph is used to create an idealized beam network of the structure and the level set and the beam networks co-evolve during the course of the optimization. We propose a constraint that moves the level set geometry closer to this beam network and ultimately drives the two representations to converge. The graph representation also enables us to enforce manufacturability in the beam network, including minimum and maximum cross-section size, angle snapping and cross-section continuity. By applying the beam constraint during topology optimization we are able to generate designs that satisfy the structural requirements and can also be fabricated as beam networks.
Related Resources
2024
Generative Design through Quality-Diversity Data Synthesis and Language ModelsA new paradigm for AEC design exploration, based on a combination of…
2023
Leveraging Graph Neural Networks for Graph Regression and Effective Enumeration ReductionGraph-based framework represents aspects of optimal thermal management…
2023
Generative design for COVID-19 and future pathogens using stochastic multi-agent simulationProposing a generative design workflow that integrates a stochastic…
2023
Algorithms for Voxel-based Architectural Space AnalysisThis approach provides a simple and robust way to compute…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us