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PLANT HEALTH

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REGISTERED ASSETS◌

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OPEN WORK ORDERS

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PREDICTED DOWNTIME◷

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Maintenance on shift

Downtime alerts go to the personnel on shift at the affected plant.

EQUIPMENT

Registered equipment

—NO HEALTH MODEL

CONDITION FINDINGS

Needs attention

0 active

SAMPLE ASSET · COMPRESSOR C-204

Condition analysis

Vibration spectrum

Accelerometer · DE bearing · 12.8 kHz

Sample data

1.0

0.5

0.0

0 Hz1k2k3k4k5k

Current spectrumDetected fault frequencySample confidence 87%

Model diagnosis

Bearing wear · outer race

SAMPLE

87%

Sample diagnosisIllustrative BPFO pattern match — not computed from your equipment

ESTIMATED RUL18–26 days (sample)

FAILURE WINDOWSample

LAST OBSERVEDSample

NowHealthy baselineCritical threshold

DSP WORKBENCH · RUNS IN THIS BROWSER

Signal Lab

Convert time-domain vibration into an actionable frequency signature.

CWRU · DRIVE ENDDataset source ↗

1. Load waveform

CSV rows are analyzed as consecutive windows.

↑Load CWRU sampleor drop a CSV with one value per sample

Sample rate

Window

i Baseline is learned from the first 20 windows. The score flags spectral deviation; it is not a safety-certified diagnosis.

2. Time domain

Waiting for waveform data

Ready

Amplitude (g)0.000 sec window

3. Frequency domain

FFT spectrum will appear here

FFT

Magnitude0 Hz — 6 kHz

4. Anomaly trend

Rolling spectral deviation

DEVIATION SCORE

--Awaiting analysis

PEAK FREQUENCY--

CREST FACTOR--

SPECTRAL KURTOSIS--

Sample: 12k Drive End · CWRU bearing dataset · Public source hosted by BFDS Project on Hugging Face · Local fixture: data/cwru_12k_drive_end_sample.csv

WORK QUEUE

Recent work orders

WORK ORDER	ASSET	TYPE	STATUS	DUE
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EVENT STREAM

System activity