Applying machine learning in predictive maintenance for teaching engineering students

Abstract

In industry, companies have traditionally relied on scheduled maintenance; the inspection of the internal parts of machines at scheduled intervals to keep them running. But that is not necessarily the most cost-effective way for businesses. With many businesses starting to move towards all things AI, predictive maintenance using machine learning has become the focus of attention these days.

In this article, the author delves deeper into modern predictive maintenance systems and addresses the challenges of applying machine learning-based solutions.