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Facilitating Energy Markets

Managing Uncertainty

Managing Variability and Unpredictability

Storms

Industrial Patterns

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Tidal Patterns

Weather

Wavy Abstract Background

Predictive Models for Demand And Generation

Off-shore Wind

Wind Model

Solar Model

Solar Generation

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Demand Model

Tidal Model

Industrial / Commercial Loads

Tidal Generation

Domestic Load

Wind Generation

Domestic / Community Loads

Wind Model

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Constellation supports multiple Prediction Classes

Predictor Module

Extensible Training Data Classes

Prediction Model Classes

Constellation Predictor Module

Wavy Circles

Realtime Predictions

Constellation : Predictor

Predictor produces multiple schedule types

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Flexibility Market Process

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DER Prediction

Network Forecast

Flexibility Market

Market Module

Aggregator

Weather

Predictor

Calendric

Geographic

Historical Data

Outage Plan

Future Constraint

The Constellation Predictor can be applied to multiple use cases :

System Planning

Constraint Forecasting

Energy Markets

Predictor Use Cases

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