Process optimization for manufacturing process using machine learning approach

• Main Author: Wu, Jiaze
• Other Authors: Xiao Gaoxi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Manufacturing::Quality control
• Online Access: https://hdl.handle.net/10356/157590
• Institution: Nanyang Technological University

In manufacturing processes, sensors are often implemented to collect data and achieve defect detection. To establish correlation between collected data and quality measurements, machine learning methods are widely used. However, when a new process is developed, it often require sufficient data insta...