A semi-supervised machine learning approach for in-process monitoring of laser powder bed fusion

• المؤلفون الرئيسيون: Nguyen, Ngoc Vu, Hum, Allen Jun Wee, Tran, Tuan
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Mechanical engineering; Machine Learning; Additive Manufacturing
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164765

Laser powder bed fusion (L-PBF), despite the tremendous potential in metal additive manufacturing, is still facing a significant barrier toward wider adoption due to the current lack of quality assurance. Notable efforts aiming at effective quality control of L-PBF products rely on using machine lea...