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Live condition-monitoring model ยท ISO 10816 vibration severity

Predict failures before they stop the line.

Enter sensor readings and maintenance history. The model scores asset health, estimates remaining useful life, breaks down failure modes from the vibration signature, and quantifies the cost of acting now vs. running to failure.

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Asset & Sensor Inputs

hrs
Vibration & Thermal
3.4 mm/s
ยฐC
ยฐC
88 %
Maintenance History (hours ago)

Demo model for illustration. Predictions use simplified ISO 10816 / vibration-harmonic heuristics, not a calibrated digital twin.

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Awaiting sensor analysis

Set your asset readings on the left and hit Analyze Health โ€” or click Simulate to load a live degraded-asset scenario.

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Health Score
๐Ÿ•“ Remaining useful life
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๐Ÿ“Š Vibration severity
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๐ŸŒก๏ธ Bearing ฮ”T over ambient
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โš ๏ธ Primary failure mode
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Failure Mode Probability

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Vibration Spectrum (FFT)

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Recommended Actions

ranked by urgency
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Cost: Fix Now vs Wait vs Run-to-Failure

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Maintenance ROI (annual / asset)

Reactive (run-to-failure)
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Predictive program
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Projected annual savings per asset
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