Optimal melt pool width control for metal 3d printing with directed energy deposition

Laser-based directed energy deposition (DED) is an additive manufacturing technique used for 3d printing of metals. In processes of this type, the laser power is often kept constant or controlled with very simple controllers. An appropriate feedforward laser power signal has the potential to increase the geometric quality of the printed product. We derive a computationally efficient reduced order model (ROM) from a finite-element (FE) model and simulation that describes the temperature field induced by the moving laser heat source. We show the ROM can be used to find an optimal laser power signal by solving an optimal control problem that would be cumbersome with the FE model. The optimal control solution achieves reference tracking for the melt pool width and outperforms a PI width controller even if this PI controller is tuned systematically.

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Published
2025-06-24
DOI
https://doi.org/10.23919/ecc65951.2025.11187092
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
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article

Optimal melt pool width control for metal 3d printing with directed energy deposition

Martin Mönnigmann, Sebastian Leonow, J. Kulik, Lucas Mieg
Additive Manufacturing and 3D Printing Technologies
article

Optimal melt pool width control for metal 3d printing with directed energy deposition

Martin Mönnigmann, Sebastian Leonow, J. Kulik, Lucas Mieg
article en

Abstract

Laser-based directed energy deposition (DED) is an additive manufacturing technique used for 3d printing of metals. In processes of this type, the laser power is often kept constant or controlled with very simple controllers. An appropriate feedforward laser power signal has the potential to increase the geometric quality of the printed product. We derive a computationally efficient reduced order model (ROM) from a finite-element (FE) model and simulation that describes the temperature field induced by the moving laser heat source. We show the ROM can be used to find an optimal laser power signal by solving an optimal control problem that would be cumbersome with the FE model. The optimal control solution achieves reference tracking for the melt pool width and outperforms a PI width controller even if this PI controller is tuned systematically.

University Hospitals of the Ruhr-University of Bochum (DE), Ruhr University Bochum (DE)
Openalex Percentile: Top 68%
Additive Manufacturing and 3D Printing Technologies
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