IoT Suite predictive maintenance

This predicts IoT device failures before they happen and systematically prevent them for millions of devices which are out in the fields. Using the real-time telemetry collection of data, a predictive model is created using Azure machine learning.

Getting ready

In predictive maintenance, the common scenario is focused on an asset failure and how it can be avoided using this solution. The example in this case is an airline engine being monitored, and based on its data, its predictive maintenance schedule is planned:

Predictive maintenance pre-configured solution architecture given by Azure

The Azure machine learning predefined model is used in this solution. The regression model is a publicly...