Development of a graph convolutional network-based surface quality monitoring approach

• المؤلف الرئيسي: Peh, Gerald Zong Xian
• مؤلفون آخرون: Chen Chun-Hsien
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Mechanical engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157257
• المؤسسة: Nanyang Technological University

Many traditional quality monitoring approaches faced issues such as a huge number of uncontrollable parameters which leads to prediction inaccuracy. Other forms of modern monitoring system utilize Deep Learning (DL) models such Artificial Neural Networks (ANNs) and Convolutional Neural Networks (CNN...