Intelligent tool wear condition prediction for CNC milling with modular neural network / Wong Shi Yuen

• Main Author: Wong , Shi Yuen
• Format: Thesis
• Published: 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://studentsrepo.um.edu.my/15393/2/Wong_Shi_Yuen.pdf; http://studentsrepo.um.edu.my/15393/1/Wong_Shi_Yuen.pdf; http://studentsrepo.um.edu.my/15393/

Cutting tool wear in Computer Numerical Control (CNC) milling is a gradual process which significantly affects product quality. Left unmonitored, risks of tool breakage would increase, leading to losses due to scrap and equipment damage. A Modular Neural Network (MNN), the Dissociation Artificial Ne...