Development of machining condition monitoring system with multi-domain feature fusion-based multi-scale CNN

• Main Author: Voon, Jamie Ji Xiang
• Other Authors: Chen Chun-Hsien
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Industrial engineering::Information systems
• Online Access: https://hdl.handle.net/10356/157858
• Institution: Nanyang Technological University

The manufacturing industry has a long history and has always incorporated new concepts and technologies to improve production efficiency or to unlock new methods for new products to be created. Machining condition monitoring has therefore always been a crucial part of the manufacturing process, to e...