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UPS PdM — Transformer Demo (Galaxy 500, Schneider) — 4 Towers

Data — Ingest & Preview

Visualizer & Transformer Predictor

Predicted Failure Probability (next 7 days)
No inference yet
Top Contributing Sensor

Time-series (last window)

Colors: Temp (red), Voltage (yellow), Load% (cyan), Humidity (purple), Fan RPM (lime)

Transformer internals (attention heatmap)

Settings & Firestore

Firebase config (replace with your values)
Recent Predictions (from Firestore)
Note: This demo stores predictions to Kumul Cloud collection ups_predictions.