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DERMS

  • Data Analytics

    AI-Powered Data Mining, Exploration, Forecasting & Reporting
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Overview

Harness the power of AI-driven data mining and interactive exploration to uncover hidden insights, generate accurate forecasts, and produce automated, compliance-ready reports for smarter grid management.

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Key Features

    • AI-Driven Data Mining: Automatically ingest and cleanse large-scale telemetry and market data.

    • Interactive Exploration: Visualize trends, drill into anomalies, and discover patterns with intuitive dashboards.

    • Predictive Forecasting: Leverage machine learning models to project demand, generation, and DER performance.

    • Automated Reporting: Generate scheduled and on-demand reports for regulatory, financial, and operational needs.

    • Scalable Architecture: Expand processing capacity seamlessly as your data volumes grow.

    • Secure Cloud Hosting: SOC 2–compliant environment ensures data privacy and system resilience.


Benefits

    • Actionable Insights: Turn raw data into strategic decisions that optimize grid operations.

    • Improved Accuracy: Reduce forecasting errors and anticipate grid conditions with confidence.

    • Operational Efficiency: Eliminate manual analysis, freeing teams to focus on value-add tasks.

    • Regulatory Compliance: Access audit-ready reporting to satisfy stakeholder and regulator requirements.

How it works

    • Data Ingestion: Connect to DERMS, SCADA, weather feeds, and market systems.

    • Data Processing: Cleanse and normalize inputs for consistent analysis.

    • Model Execution: Run AI/ML algorithms to forecast key metrics and identify trends.

    • Dashboard & Exploration: Provide users with customizable visualizations and drill-down tools.

    • Report Generation: Schedule or trigger automated report exports for stakeholders.