Predictive Maintenance techniques detect anomalies in equipment before those turn into system-critical failures, allowing pro-active maintenance scheduling before the equipment actually breaks down. This increases equipment uptime and reduces overall maintenance costs. Infineon proposes a predictive maintenance solution that combines various sensors deployed to monitor single components of production machinery to an entire smart building ecosystem. Typical use cases include HVAC equipment where Infineon sensors monitor current, vibration, and airflow in motors, compressors, and fans.