Optimize energy flows with AI-powered forecasting and analytics
Improve forecast accuracy across renewable generation, demand, and distributed energy resources to reduce imbalance costs, optimize market positions, and support more reliable energy operations.
Overview
Improve forecast accuracy across distributed energy assets
Our forecasting platform has automatic model selection and retraining mechanisms, aimed for improving forecasting accuracy as operating conditions evolve.
Reduce operational effort with SAP integration
Exchange data seamlessly through secure APIs between SAP Distributed Energy Resources and the solution's forecasting engine. Eliminate manual data transfers while keeping forecasts synchronized with operational and market data.
Maintain reliable forecasts as asset behavior changes
Detect model drift, identify data quality issues, and automatically retrain forecasting models when performance declines. This ensures consistently accurate forecasts without manual intervention.
Details
Solution type
APIs and Technical Components
Industry
Oil, Gas, and Energy, Cross-Industry
Compatibility
Works with
Features
Optimize forecasting models automatically
The Forecast Engine Factory evaluates multiple AI algorithms and ensemble combinations during each retraining cycle. It deploys the configuration expected to deliver the highest forecasting accuracy for each scenario, adapting continuously as operating conditions evolve.
Detect model drift and retrain automatically
Continuously monitor forecast accuracy and detect when model performance declines due to changing weather patterns, asset behavior, or operating conditions. When predefined thresholds are exceeded, the platform automatically starts a new training cycle to restore forecast accuracy.
Validate data before generating forecasts
The solution automatically identifies missing values, outliers, and inconsistent operational or weather data before forecasts are generated. Built-in data validation improves forecast reliability, reduces manual investigation, and increases confidence in operational decisions.
Plans and pricing
All plans include:
Free Trial Edition
Features Included in All Editions
Includes 10000 Process For 1 MonthsFree- Maximum contract 1 month
Features Included in All Editions
Includes 10000 Process Enterprise Edition
Features Included in All Editions.
Price upon requestFeatures Included in All Editions.
Sample Package Edition
Ideal for large enterprise portfolios, this edition supports up to 300,000 forecast runs per month with a variable usage-based component for additional processing.
Price unavailable in this regionIdeal for large enterprise portfolios, this edition supports up to 300,000 forecast runs per month with a variable usage-based component for additional processing.
