Machine learning application in predictive maintenance on an automation line

• Main Authors: Lim, Soon Huat, Mohd. Noor, Norliza
• Format: Article
• Published: Asian Research Publishing Network 2020
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/94042/; http://www.arpnjournals.com/jeas/volume_23_2020.htm

The purpose of this study is to explore application of Machine Learning algorithm in the Predictive Maintenance on an Automation line. Screw height, torque and height data from Auto Gang Drive were used to train machine-learning model. Proper control of the driving process is critical for screw torq...