This wireless condition monitoring solution includes machine learning for more intuitive predictive maintenance. The QM42VT wireless vibration monitoring sensor measures RMS velocity, high-frequency RMS acceleration and temperature continuously. This enables the sensor to identify machine problems before they become severe, avoiding unplanned downtime. It also allows facility managers to plan maintenance more efficiently. The solution collects sensor data to establish a machine’s vibration baseline and set warning and alarm thresholds automatically. When a threshold has been exceeded, the wireless node can provide local indication, send the vibration and temperature data to the gateway for long-term collection and analysis and send a text or email alert.