Parametric shape optimization for combined additive- subtractive manufacturing

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TitleParametric shape optimization for combined additive- subtractive manufacturing
Publication TypeReport Series
Year of Publication2019
AuthorsAltenhofen C., Attene M., Barrowclough O., Chiumenti M., Livesu M., Marini F., Martinelli M., Skytt V., Tamellini L.
SeriesIMATI Report Series
Date Published06/2019
Place PublishedPavia
Type of WorkPreprint

In the industrial practice, additive manufacturing processes are often followed by post-processing operations such as 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 such 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 leading to reduced distortion and improved weight reduction. 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.

KeywordsAdditive manufacturing, parametric shape optimization
Citation Keyirs19-04