Lessons from Deploying Predictive Analytics on Manufacturing Shop Floor

Abstract

Machine Learning techniques have been successfully deployed to provide advanced warning that certain errors are going to occur on a set of automated fiber placement (AFP) machines manufacturing high tech plane parts. This allows proactive actions to be taken to prevent unnecessary downtime and increase machine throughput.