Bearing fault detection by machine learning algorithm using ANN

• Main Author: Ke, Ru
• Other Authors: Soong Boon Hee
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/171555
• Institution: Nanyang Technological University

Bearing malfunctions represent the primary cause of motor breakdowns. Decision support systems, including Artificial Neural Networks (ANNs), are extensively employed to identify bearing issues at an early stage. Traditional decision support systems distinguish between feature extraction and classifi...