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RISAn Investigation of Tensile, Fatigue, and Fracture Behavior of 3D-Printed Polymers
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The progression of manufacturing technology has significantly benefited from the adoption of 3D printing techniques, which enable the production of parts with intricate geometries. However, it is important to acknowledge ...
Thermofluid Properties of Ti-6Al-4V Melt Pool in Powder-Bed Electron Beam Additive Manufacturing
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Electron beam additive manufacturing (EBAM) is a powder-bed fusion additive manufacturing (AM) technology that can make full density metallic components using a layer-by-layer fabrication method. To build each layer, the ...
A Machine Learning Framework for Melt-Pool Geometry Prediction and Process Parameter Optimization in the Laser Powder-Bed Fusion Process
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This study presents a cost-effective and high-precision machine learning (ML) method for predicting the melt-pool geometry and optimizing the process parameters in the laser powder-bed fusion (LPBF) process with Ti-6Al-4V ...