IPOS Twin — Physics Digital Twin

1800rpm

Healthy

Health

100 /100

Normal

Remaining useful life —

Confidence band appears once a degradation trend is detected

Fault injection

Severity 0.8 Speed 1800 rpm

Kinematics SKF 6205 · computed live

BPFI	162.5 Hz
BPFO	107.6 Hz
2×BSF	141.4 Hz
FTF	11.9 Hz

Diagnosis physics-traced

All envelope bands nominal. No defect signature above baseline.

Casing acceleration

25.6 kHz · virtual accelerometer

Envelope spectrum

2–8 kHz demod · x: Hz

Health index

defect energy · EWMA