Since new sensors and IoT devices can be integrated in production processes and operations, the availability of data increases drastically. AI-based algorithms are capable of recognizing errors and differentiating the noise from the important information to predict breakdowns and guide future decisions.
“Predictive maintenance strategies are based on the combination of traditional condition monitoring enhanced with analytics algorithms, thus enabling the prediction of machine failures before they occur.” https://iot-analytics.com