An investigation of conventional machine learning approaches vs deep learning approaches in manufacturing context : bearing fault detection

• 主要作者: Loy, Chee Wah
• 其他作者: Qian Kemao
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies
• 在線閱讀: https://hdl.handle.net/10356/137915
• 機構: Nanyang Technological University

In the realisation that ball bearing fault is the number one fault that most commonly occur in industrial applications and the potential hazard that it can bring, this paper aims to tackle the problem of bearing fault detection. With the recent development and boom of Deep-learning approaches in...