V-RMS and Temperature metrics of the ball bearing units of an industrial blower

Sensor devices were attached to the two mounted ball bearing units of an industrial blower and collected v-rms and temperature measurements throughout several months of operation. The v-rms is a vibration metric representing the average velocity of the bearings' vibrations and here is expressed in <em>inch/sec</em>, while the temperature is a self explanatory metric and is expressed in degrees of <em>Fahrenheit</em>. The data were collected during a normal and an encumbered operational production period and were used for the training and evaluation of an Autoencoder model for the purpose of predictive maintenance and the task of anomaly detection.