How to Implement Machine Learning For Predictive Maintenance?

Question

[Nithin Raju]

What is predictive maintenance: In predictive maintenance scenarios, data is collected over time to monitor the state of equipment. The goal is to find patterns that can help predict and ultimately prevent failures. ?

Why using machine learning in predictive maintenance ?