BESS Monitoring Dashboard

Energy operations teams lacked real-time visibility into Megapack battery system performance across geographically distributed sites, resulting in delayed anomaly detection, reactive rather than proactive maintenance, and heavy reliance on manual data collection and reporting.
This operational opacity prevented timely intervention on performance degradation and forced project managers to work with stale data when assessing asset health and RFP deliverable progress.

Architected and deployed a real-time Power BI performance dashboard that ingested live sensor data streams from Megapack battery units across multiple plants.
Built automated data integration pipelines that consolidated heterogeneous data sources, normalizing raw telemetry into actionable operational KPIs including state of charge (SOC), dispatch cycle counts, residual capacity trends, and degradation metrics.
Implemented near-real-time data refresh cadences and alert thresholds to flag performance anomalies, enabling rapid response to operational deviations.

Achieved real-time operational visibility across all battery sites, reducing mean time to detection (MTTD) for performance issues from hours to minutes.
Eliminated manual reporting workflows, freeing energy management teams from time-consuming data compilation and enabling focus on optimization activities.
Enabled project managers to monitor RFP compliance and asset delivery performance objectively, reducing disputes and accelerating project acceptance timelines.
Established a data-driven foundation for predictive maintenance and capacity planning initiatives.

Designed and configured data connectors to stream telemetry from Megapack monitoring systems into Power BI with sub-minute refresh rates.
Built ETL workflows to normalize multi-site sensor data, handling data quality issues and timestamp alignment across distributed locations.
Created composite KPI measures tracking battery health indicators including cycle efficiency, depth-of-discharge patterns, and capacity fade trajectories.
Implemented interactive dashboards enabling drill-down from fleet-level performance trends to individual unit diagnostics.
Developed RFP tracking visualizations that correlated asset delivery milestones with performance baselines, providing project managers with objective delivery validation.

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