Southeast University Bearing Dataset

This dataset comprises five categories of bearing signals: Ball fault (Ball), Inner ring fault (Inner), Outer ring fault (Outer), Combined fault involving both the inner and outer rings (Comb), and Healthy condition (Health). The vibration signals were collected under a working condition of 20 Hz (1200 rpm) motor speed and 0 V (0 Nm) load. Each sample consists of 2048 data points, and each fault type includes 200 samples, resulting in a total of 1000 samples across all categories.