Improve Data Quality
Create one source of truth for operational analytics-KPI, model, and report built on trusted inputs.
Standardization
Bring SCADA records into a single standard—clean tag names—eliminating typos, missing signals, and inconsistent conventions.
Unit & Semantic Normalization
Normalize units and meaning across fleets (kW/MW, °C/K, SoC conventions) and map vendor-specific tags to a common ontology—so cross-site benchmarking and portfolio KPIs stay comparable.
Deduplication
Eliminate duplicate entries and conflicting records to produce a "golden record" per asset—one complete, authoritative representation aligned across sources and time.
Enrichment
Augment operational data with portfolio-ready KPIs (availability, performance ratio, curtailment loss, data coverage, downtime attribution) to accelerate diagnostics and reporting.
Time Alignment & Clock Integrity
Correct timestamp drift, timezone/DST issues, delayed telemetry, and inconsistent sampling so signals line up correctly—reducing false alarms and improving model reliability.
Time-Series Completion
Detect gaps and repair missing values using domain-aware interpolation and reconstruction methods, ensuring usable and continuous time series for monitoring, forecasting, and decision support.
Ready to build a trusted data foundation for your asset portfolio?