Implementation of robust multi-objective optimization in the build orientation problem

Additive manufacturing (AM) is an emerging technology to create 3D objects layer-by-layer directly from a 3D CAD model. The build orientation is a critical issue in AM and its optimization will significantly reduce the building costs and improve object accuracy. This paper aims to optimize the build...

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Bibliographic Details
Main Author: Matos, Marina A. (author)
Other Authors: Rocha, Ana Maria A. C. (author), Costa, Lino A. (author), Pereira, Ana, I (author)
Format: conferencePaper
Language:eng
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/1822/78178
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/78178
Description
Summary:Additive manufacturing (AM) is an emerging technology to create 3D objects layer-by-layer directly from a 3D CAD model. The build orientation is a critical issue in AM and its optimization will significantly reduce the building costs and improve object accuracy. This paper aims to optimize the build orientation problem of a 3D CAD model using a robust multi-objective approach, taking into account the staircase effect and the support area characteristics. Thus, themain objective is to obtain a robust Pareto optimal front, composed of solutions that are not quite sensitive to perturbations in the variables. In this manner, a set of robust solutions is presented as alternatives and the decision-maker can identify the compromise solutions and choose according to his/her preferences.