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

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...

Full description

Saved in:
Bibliographic Details
Main Author: Loy, Chee Wah
Other Authors: Qian Kemao
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137915
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English