Synthetic Deep Drawing Dataset

DOI

The dataset comprises 228 deep drawing tools with varying parametric geometries and blank holder forces, resulting in a total of 2280 numerical simulations. The parameter ranges are:

Radius 1: 5–8 mm Radius 2: 20–55 mm Height: 25–50 mm Clearance: 1.1–1.4 mm Angle: 0–10° Blank holder force: 15–40 kN

The tools are stored as meshes (step-file) and point clouds (numpy-file). A dataloader is provided.

Identifier
DOI https://doi.org/10.18419/DARUS-5158
Related Identifier IsCitedBy https://doi.org/10.1088/1742-6596/3104/1/012061
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/DARUS-5158
Provenance
Creator Hohmann, Michael ORCID logo; Yiming, Adili ORCID logo
Publisher DaRUS
Contributor Hohmann, Michael; Yiming, Adili
Publication Year 2025
Funding Reference DFG 520460697
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Hohmann, Michael (Helmut-Schmidt-Universität Hamburg); Yiming, Adili (Technische Universität Dresden)
Representation
Resource Type Metal Forming Simulations; Dataset
Format application/zip
Size 9968850881
Version 1.0
Discipline Computer Science; Computer Science, Electrical and System Engineering; Construction Engineering and Architecture; Engineering; Engineering Sciences