Application of convolutional neural network to defect diagnosis of drill bits

• Main Authors: Yu, Yongchao, Liu, Qi, Han, Boon Siew, Zhou, Wei
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Defect Diagnosis; Convolutional Neural Network
• Online Access: https://hdl.handle.net/10356/165203
• Institution: Nanyang Technological University

Drilling, one of the most used machining processes, has wide application in different industrial fields. Monitoring the system health and operation status of the drilling process is essential for maintaining production efficiency. In this study, a convolutional neural network (CNN), a deep-learning...