Tell a friend
Print
Bornachot, Yohan and Gomes Alves, Christian (2020) Topology Optimization: AI approach for mesh segmentation. Project thesis, ENSTA Paris.
Full text not available from this repository.
Abstract
Topology Optimization is a major concern in the conceptual part of a product since it allows optimal structures to be created. Knowing the Finite Element Model process that is used, it is important to be able to analyze the results. Artificial intelligence could possibly make a difference and help the user in its decisions regarding the structure. Mesh segmentation theoretically allows a mesh to be divided into relevant parts. To count the number of beams in such a structure, different mesh segmentation and clustering techniques are presented and applied to separate beams from each other. Taking the Topology Optimization result as an input, to prepare the data, and to apply clustering afterward are the goals of this internship.
| Item URL in elib: | https://elib.dlr.de/140277/ | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Document Type: | Thesis (Project thesis) | |||||||||
| Title: | Topology Optimization: AI approach for mesh segmentation | |||||||||
| Authors: |
| |||||||||
| Date: | 2020 | |||||||||
| Refereed publication: | Yes | |||||||||
| Open Access: | No | |||||||||
| Gold Open Access: | No | |||||||||
| In SCOPUS: | No | |||||||||
| In ISI Web of Science: | No | |||||||||
| Number of Pages: | 54 | |||||||||
| Status: | Published | |||||||||
| Keywords: | Artificial Intelligence (AI), Topology Optimization (TO), Finite Element Model (FEM), Beams, Gaussian Mixture Model (GMM), Spectral Clustering | |||||||||
| Institution: | ENSTA Paris | |||||||||
| HGF - Research field: | Aeronautics, Space and Transport | |||||||||
| HGF - Program: | Transport | |||||||||
| HGF - Program Themes: | Rail Transport | |||||||||
| DLR - Research area: | Transport | |||||||||
| DLR - Program: | V SC Schienenverkehr | |||||||||
| DLR - Research theme (Project): | V - NGT BIT | |||||||||
| Location: | Stuttgart | |||||||||
| Institutes and Institutions: | Institute of Vehicle Concepts | |||||||||
| Deposited By: | Gomes Alves, Christian | |||||||||
| Deposited On: | 12 Jan 2021 15:06 | |||||||||
| Last Modified: | 12 Jan 2021 15:06 |
Repository Staff Only: item control page
