AD Bearing Monitor · on-device
0.0 win/s offline
Bearing
Input — one 1.000-second snapshot every ten minutes
MOTOR2000 RPM6,000 lb RADIAL1234

One shaft — a healthy bearing still gets louder as its neighbour fails. Only bearing 0 is scored; each is fitted as its own asset.

Vibration
0 pts shown · 20.48 kHz · 1.000 s raw engineering units
Classical statistics

RMS · amplitude

g

Kurtosis · noise = 3

Peak

g

On screen because they fail: one healthy bearing gained 1.57× in RMS over its life, more than two bearings that actually failed.

Output — Local Outlier Factor over fused Omega embeddings and per-channel features
Anomaly score
11.52threshold 1.762

1.0 means "as ordinary as its neighbours". Log-scaled, because the decision happens between 1.0 and 1.8 while a late-life failure reaches 17. A detection needs three consecutive snapshots over the line — the same rule Stage 7 scores with.

Latest score

Crossings

0

Lead time