LAPSE:2023.28097v1
Published Article

LAPSE:2023.28097v1
Process-Specific Topology Optimization Method Based on Laser-Based Additive Manufacturing of AlSi10Mg Components: Material Characterization and Evaluation
April 11, 2023
Abstract
In the laser powder bed fusion process (PBF-LB), components are built up incrementally by locally melting metal powder with a laser beam. This process leads to inhomogeneous material properties of the manufactured components. By integrating these specific material properties into a topology optimization algorithm, product developers can be supported in the early phases of the product development process, such as design finding. For this purpose, a topology optimization method was developed, which takes the inhomogeneous material properties of components fabricated in the PBF-LB process into account. The complex pore architecture in PBF-LB components was studied with micro-computed tomography (µCT). Thereby, three characteristic regions of different porosity were identified and analyzed. The effective stiffness in each of these regions was determined by means of resonant ultrasonic spectroscopy (RUS) as well as finite element analysis. Afterward, the effective stiffness is iteratively considered in the developed topology optimization method. The resulting design proposals of two optimization cases were analyzed and compared to design proposals derived from a standard topology optimization. To evaluate the developed topology optimization method, the derived design proposals were additionally manufactured in the PBF-LB process, and the characteristic pore architecture was analyzed by means of µCT.
In the laser powder bed fusion process (PBF-LB), components are built up incrementally by locally melting metal powder with a laser beam. This process leads to inhomogeneous material properties of the manufactured components. By integrating these specific material properties into a topology optimization algorithm, product developers can be supported in the early phases of the product development process, such as design finding. For this purpose, a topology optimization method was developed, which takes the inhomogeneous material properties of components fabricated in the PBF-LB process into account. The complex pore architecture in PBF-LB components was studied with micro-computed tomography (µCT). Thereby, three characteristic regions of different porosity were identified and analyzed. The effective stiffness in each of these regions was determined by means of resonant ultrasonic spectroscopy (RUS) as well as finite element analysis. Afterward, the effective stiffness is iteratively considered in the developed topology optimization method. The resulting design proposals of two optimization cases were analyzed and compared to design proposals derived from a standard topology optimization. To evaluate the developed topology optimization method, the derived design proposals were additionally manufactured in the PBF-LB process, and the characteristic pore architecture was analyzed by means of µCT.
Record ID
Keywords
design finding, finite element analysis, laser powder bed fusion, micro-computed tomography, porosity, product development, resonant ultrasound spectroscopy, topology optimization
Subject
Suggested Citation
Czink S, Holoch J, Renz R, Schulze V, Albers A, Dietrich S. Process-Specific Topology Optimization Method Based on Laser-Based Additive Manufacturing of AlSi10Mg Components: Material Characterization and Evaluation. (2023). LAPSE:2023.28097v1
Author Affiliations
Czink S: Institute for Applied Materials (IAM-WK), Engelbert-Arnold-Straße 4, 76131 Karlsruhe, Germany [ORCID]
Holoch J: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany
Renz R: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany
Schulze V: Institute for Applied Materials (IAM-WK), Engelbert-Arnold-Straße 4, 76131 Karlsruhe, Germany [ORCID]
Albers A: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany [ORCID]
Dietrich S: Institute for Applied Materials (IAM-WK), Engelbert-Arnold-Straße 4, 76131 Karlsruhe, Germany [ORCID]
Holoch J: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany
Renz R: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany
Schulze V: Institute for Applied Materials (IAM-WK), Engelbert-Arnold-Straße 4, 76131 Karlsruhe, Germany [ORCID]
Albers A: IPEK−Institute of Product Engineering, Kaiserstrasse 10, 76131 Karlsruhe, Germany [ORCID]
Dietrich S: Institute for Applied Materials (IAM-WK), Engelbert-Arnold-Straße 4, 76131 Karlsruhe, Germany [ORCID]
Journal Name
Processes
Volume
11
Issue
3
First Page
648
Year
2023
Publication Date
2023-02-21
ISSN
2227-9717
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Original Submission
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PII: pr11030648, Publication Type: Journal Article
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LAPSE:2023.28097v1
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https://doi.org/10.3390/pr11030648
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Apr 11, 2023
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