Bearing Health Monitor (BHM) Acoustic Emission Dataset

Bearing Health Monitor (BH) is an NDT inspection tool, which will allow to evaluate the health of low-speed bearings, up to 600 RPM by means of Acoustic Emission measurements and an AI-enhanced pre-trained model capable to detect early stage defects forming within the bearing. The dataset contains all data collected for this project and the development of AI anomaly detection models to automatically evaluate the health of the bearing subject. Measurements in this dataset are divided in two different industrial plants, in different low-speed rotating machinery (up to 10 RPM). Within each industrial plant folder, there are several measurements of different dates, machines and bearings.