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Parametric Shape Optimization for Combined Additive–Subtractive Manufacturing

Sammendrag

In industrial practice, additive manufacturing (AM) processes are often followed by post-processing operations such as heat treatment, subtractive machining, milling, etc., to achieve the desired surface quality and dimensional accuracy. Hence, a given part must be 3D-printed with extra material to enable this finishing phase. This combined additive/subtractive technique can be optimized to reduce manufacturing costs by saving printing time and reducing material and energy usage. In this work, a numerical methodology based on parametric shape optimization is proposed for optimizing the thickness of the extra material, allowing for minimal machining operations while ensuring the finishing requirements. Moreover, the proposed approach is complemented by a novel algorithm for generating inner structures to reduce the part distortion and its weight. The computational effort induced by classical constrained optimization methods is alleviated by replacing both the objective and constraint functions by their sparse grid surrogates. Numerical results showcase the effectiveness of the proposed approach.
Les publikasjonen

Kategori

Vitenskapelig artikkel

Språk

Engelsk

Forfatter(e)

  • Lorenzo Tamellini
  • Michele Chiumenti
  • Christian Altenhofen
  • Marco Attene
  • Oliver Barrowclough
  • Marco Livesu
  • Federico Marini
  • Massimiliano Martinelli
  • Vibeke Skytt

Institusjon(er)

  • SINTEF Digital / Mathematics and Cybernetics
  • Consiglio Nazionale delle Ricerche
  • Spania
  • Tyskland

År

2019

Publisert i

JOM

ISSN

1047-4838

Årgang

72

Hefte nr.

1

Side(r)

448 - 457

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