Energy Demand Forecast
Powering accurate demand Forecasts.
The Forecast Demand module provides highly accurate consumption predictions tailored to the needs of energy retailers.
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700+
GWh/Year
500.000+
Delivery points
Turning data into demand insight
This Energy Demand Forecast module, powered by Gnarum, helps energy retailers anticipate demand with confidence, combining advanced analytics and intelligent models to deliver reliable consumption forecasts and support informed market decisions.
Demand Scope
Advanced demand forecasting for energy suppliers
Energy Supply Retail
By combining algorithms and machine learning with meteorological and consumption data, the Forecast module enables energy retailers to accurately anticipate supply requirements, align procurement strategies with demand, mitigate imbalance risk, and optimize portfolio performance.
Energy Supply Industrial
By applying an advanced set of temporal and meteorological features, combined with classical statistical techniques and state-of-the-art machine learning algorithms, we are helping energy retailers reduce imbalance at delivery points where traditional forecasting tools—typically embedded in ERP systems—reach their limits, thereby enhancing their operations across all market horizons.
Inside Demand Forecast
A proven solution trusted by leading energy suppliers. Our AI-driven demand forecasting system delivers high levels of accuracy in predicting consumption patterns, even across complex and highly diversified portfolios, enabling more efficient and reliable energy operations.
Monitor demand forecasts, analyze consumption behavior, and track deviations through a powerful web platform—while seamlessly integrating forecast data into your systems via a flexible, easy-to-use API.
- High-accuracy consumption forecasting
- Significant QH imbalance reduction
- 15-minute market granularity
Advanced Capabilities
Built to handle complex demand portfolios
with accuracy and flexibility
Advanced time series modeling
Flexible and customizable
Integration with external systems (REE, ERPs, etc.)
USE CASE
Gnarum’s AI-driven demand forecasting helps energy retailers reduce imbalances and adapt to quarter-hourly market volatility.
Gnarum’s forecasting demand module helps retailers navigate Spain’s new quarter-hourly market by combining AI/ML, ensemble learning, and high-resolution data to deliver accurate, real-time predictions for large, complex portfolios—reducing imbalances and optimizing market operations.
Spain
Abedul Building, 7th Floor.
56 Serrano Galvache Rd.
Parque Norte
28033 Madrid,
Spain
+34 917 904 742
info@gnarum.com
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