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The use of generative modelling to automate the design of aerial structural assemblies

  • Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

This paper presents a method of automating design that has the potential to significantly improve the design process. The intent is to develop a design automation system that is an integration of several methods in a holistic approach for use. The automation Generative Design approach allows the reuse of wing design data and parameters. For this purpose, Generative Design methodologies are discovered to enhance the system building. This example of an analyzed wing structure to develop a compatible method to automate the design is described. The model parameterization technique is used to facilitate the generative model creation based on parameters, variables, and constraints. The use of integration in SolidWorks software function is proposed as part of an approach to support designers during both the generative model-building phase of the design process and simulation verification phase. Finally, an example and validation process is presented. The aim is to quickly and cost-effectively validate analytical results from the developed process. The proposed process adopts flexibility to acquire the intended model on different sizes and purposes, likewise, it is shown how the implemented approach makes it possible to automate the generation of generative models for FEM analysis.

Original languageEnglish
Title of host publicationTransdisciplinary Engineering for Resilience
Subtitle of host publicationResponding to System Disruptions - Proceedings of the 28th ISTE International Conference on Transdisciplinary Engineering
EditorsLinda Newnes, Susan Lattanzio, Bryan R. Moser, Bryan R. Moser, Stjepandic Josip, Nel Wognum
PublisherIOS Press BV
Pages435-444
Number of pages10
ISBN (Electronic)9781643682082
DOIs
Publication statusPublished - 20 Oct 2021
Event28th ISTE International Conference on Transdisciplinary Engineering, TE 2021 - Virtual, Online, United Kingdom
Duration: 5 Jul 20219 Jul 2021

Publication series

NameAdvances in Transdisciplinary Engineering
Volume16
ISSN (Print)2352-751X
ISSN (Electronic)2352-7528

Conference

Conference28th ISTE International Conference on Transdisciplinary Engineering, TE 2021
Country/TerritoryUnited Kingdom
CityVirtual, Online
Period5/07/219/07/21

Keywords

  • Aircraft design
  • Design automation
  • Generative Model
  • Simulation
  • Transdisciplinary engineering
  • Wing design

ASJC Scopus subject areas

  • Computer Science Applications
  • Industrial and Manufacturing Engineering
  • Software
  • Algebra and Number Theory
  • Strategy and Management

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