Predictive maintenance using machine learning

• Main Author: Amal Roy Lerroy Ashwin
• Other Authors: Arindam Basu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/140317
• Institution: Nanyang Technological University

Predictive Maintenance (PdM) is an essential pillar for Industry 4.0. PdM enables users to know in advance when a machine is likely to break down so that the required maintenance can be scheduled. The abovementioned involves different aspects of PdM maintenance such as condition monitoring and anoma...