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Bottom-up generative up-cycling: a part based design study with genetic algorithms

  • Seda Zirek

Research output: Contribution to journalArticlepeer-review

Abstract

While describing up-cycling as a problem of fitting a set of existing/used materials into a new design, this paper utilises genetic algorithm (GA) and tree forks to exercise design in limited material inventories. It presents a bottom-up generative approach aiming to increase the applicability of up-cycling by reducing the material selectivity. The paper presents two scenarios: the first based on the tree forks being sourced from a single tree and the second utilising waste material, namely tree forks collected from a forest floor. It studies GAs incorporating material dimensions and fabrication constraints from an earlier stage of design to amplify the morphological involvement of these elements and to create a bottom-up generative system. The paper utilises waste material without a prior selection and without changing or deforming their unique geometries to minimise fabrication energy consumption. It presents a fabricated table leg structure made of ten forks.
Original languageEnglish
Article number101099
JournalResults in Engineering
Volume18
Early online date21 Apr 2023
DOIs
Publication statusPublished - Jun 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  2. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  3. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • Circular economy
  • Generative design
  • Genetic algorithms
  • Material up-cycling
  • Material-availability-informed design
  • Minimising waste
  • Sustainability
  • Tree forks

ASJC Scopus subject areas

  • General Engineering

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