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A normalised multi-utility operational technology time-series lake generated as a byproduct of unifying SCADA, telemetry and field assets into a single Unified Namespace model: district-meter-area pressure and flow series including night-flow minima, acoustic leak-sensor traces with GPS-tagged leak findings, pump vibration/current/efficiency streams with realised failure events, treatment-plant water-quality and dosing process series, lab sample results with who/when/where traceability, and regulator-facing compliance/exceedance records with audit trails. The scarce object is the cross-utility normalised view — one utility's SCADA historian is vendor-locked and unlabelled, whereas a UN-modelled corpus spanning several utilities plus their operator disposition decisions is directly trainable.
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