Predictive Maintenance
Learn a machine's healthy magnetic signature, then watch bearing-fault sidebands grow around the 60 Hz line as it degrades — a live condition-monitoring health score with an early-warning trend.
Trend-based early warning (time to the alarm threshold at the current rate). Calibrated mean-time-to-failure requires labeled run-to-failure history — a training step, not a built-in promise.
Health
100
Status
healthy
Sideband ratio
0.000
baseline 0.000
Est. time to alarm
—
start run-to-failure
Spectrum (current vs healthy baseline) — sidebands at 60±7/14/21 Hz
Health trend
Hit "Run to failure" and watch the red current-spectrum grow sidebands the gray baseline doesn't have, health decline through the orange/red thresholds, and the time-to-alarm estimate converge — all from a passive magnetic signature.