scholarly journals Multi-Objective Build Orientation Optimization for Powder Bed Fusion by Laser

2017 ◽  
Vol 06 (04) ◽  
Author(s):  
Sleh Brika ◽  
Zhao YF ◽  
Brochu M ◽  
Mezzetta J
Author(s):  
Salah Eddine Brika ◽  
Yaoyao Fiona Zhao ◽  
Mathieu Brochu ◽  
Justin Mezzetta

This paper proposes an integrated approach to determine optimal build orientation for powder bed fusion by laser (PBF-L), by simultaneously optimizing mechanical properties, surface roughness, the amount of support structure (SUPP), and build time and cost. Experimental data analysis has been used to establish the objective functions for different mechanical properties and surface roughness. Geometry analysis of the part has been used to estimate the needed SUPP and thus evaluate the build time and cost. Normalized weights are assigned to different objectives depending on their relative importance allowing solving the multi-objective optimization problem using a genetic optimization algorithm. A study case is presented to demonstrate the capabilities of the developed system. The major achievements of this work are the consideration of multiple objectives and the establishment of objective function considering different load direction and heat treatments. A user-friendly graphical user interface was developed allowing to control different optimization process factors and providing different visualization and evaluation tools.


Author(s):  
Salah Eddine Brika ◽  
Justin Mezzetta ◽  
Mathieu Brochu ◽  
Yaoyao Fiona Zhao

This paper proposes an integrated approach to determine optimal build orientation for Powder bed fusion by laser (PBF-L), by simultaneously optimizing mechanical properties, surface roughness, the amount of support structure and build time-cost. Experimental data analysis has been used to establish the objective functions for different mechanical properties and surface roughness. Geometry analysis of the part has been used to estimate the needed support structure and thus evaluate the build time and cost. Normalized weights are assigned to different objectives depending on their relative importance allowing solving the multi-objective optimization problem using a genetic optimization algorithm. A study case is presented to demonstrate the capabilities of the developed system. The major achievements of this work are the consideration of multiple objectives, the establishment of objective function considering different load direction and heat treatments. A user-friendly graphical user interface was developed allowing to control different optimization process factors and providing different visualization and evaluation tools.


Author(s):  
Yuchu Qin ◽  
Qunfen Qi ◽  
Peizhi Shi ◽  
Paul J. Scott ◽  
Xiangqian Jiang

Author(s):  
Yue Zhou ◽  
Fuda Ning

Abstract AlSi10Mg alloy has been widely used in the aerospace and automotive industries due to its superior physical and mechanical properties. Most AlSi10Mg components possess complicated-geometrical characteristics, such as planar thin wall, lattice structure, curved surface, etc. In recent years, laser-based powder bed fusion (PBF) has emerged as a promising additive manufacturing technique to produce complex AlSi10Mg alloy parts with a high resolution. PBF of curved-surface components exhibit varied heat transfer conditions, challenging post-fabrication processes, and intricate force conditions during mechanical testing owing to their structural inflections and variable cross-sections. Thus, the mechanical properties of the as-built AlSi10Mg parts with curved surfaces should be comprehensively understood to facilitate the adoption of PBF-built curved-surface AlSi10Mg parts in practical engineering applications. This paper systematically investigated the effects of build orientation on the tensile property and microhardness of the PBF-built AlSi10Mg parts with curved surfaces. The results showed that both bending stress and stretching stress contributed to the overall tensile stress of the curved-surface tensile specimens, and the failure always occurred at the peak/valley locations of the sine curved surface due to the largest bending moment. Meanwhile, the ultimate tensile strength increased with the build orientation varying from 60° to 90°. In addition, the curvatures C2 and C4 presented the lowest microhardness while C1 and C5 showed the highest one.


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