#United States #Renewable Energy #Houston #Amperon #wind forecasting

Amperon Launches Advanced Wind Forecasting Solutions

On February 11, 2025, Amperon unveiled its latest innovation in energy forecasting: the Asset Wind Short-Term and Sub-Hourly Forecasts. This sophisticated service aims to tackle the unpredictability associated with wind energy, a cornerstone of the modern renewable energy landscape. With rising demand for precise energy forecasts, these new tools are optimizing operations for utilities and independent power producers globally.

The Importance of Accurate Forecasts

Wind energy is rapidly emerging as an essential element in the global effort to decarbonize energy systems. However, the variability inherent to wind poses significant challenges for asset owners managing energy in real-time and day-ahead markets. Inaccurate wind forecasting can lead to substantial financial losses, particularly as many European Transmission System Operators shift towards more granular market operations, requiring forecasts every 15 to 30 minutes.

Sean Kelly, CEO and Co-Founder of Amperon, emphasized the critical nature of accuracy in forecasting, stating, "With wind generation becoming an increasingly essential component of the energy ecosystem, accurate and granular forecasts are mission-critical. Our new wind forecasting solutions not only improve operational reliability but also equip asset owners with the confidence to navigate increasingly volatile electricity markets."

Features of the New Forecasting Solution

This new solution leverages a combination of traditional meteorological methods and advanced AI/ML technologies. Key enhancements include:

• - Ensemble Weather Modeling: Amperon utilizes data from multiple weather sources, creating a dynamically weighted ensemble model. This unique approach assesses the accuracy of each source in real-time, effectively reducing risks tied to relying on a single data provider.
• - Integration of Historical Data: Enhanced machine learning models take into account historical curtailment, potential power outputs, and plant availability data. This integration allows for a more nuanced understanding of performance discrepancies, distinguishing between weather-related issues and other factors like maintenance or external disruptions.

Benefits for Market Participants

As energy markets grow in volatility, wind asset owners require robust tools to enhance financial viability while minimizing risks. Amperon's accurate and detailed short-term and sub-hourly forecasts are designed to provide these market participants with the insights needed for improved operational efficiency and better preparation for price fluctuations.

Since launching wind and solar forecasting capabilities in mid-2024, Amperon has demonstrated strong performance indicators, continually refining its forecast accuracy and reliability.

About Amperon

Founded in 2018, Amperon is an industry leader in energy forecasting, blending energy data with the power of AI. The company has built a solid reputation among power and utility providers for its demand forecasting, renewable generation predictions, and price forecasting. By employing cutting-edge analytics and offering seamless data integration, Amperon empowers its partners to enhance grid reliability and optimize asset performance.

To learn more about how Amperon is empowering the future of wind forecasting, visit www.amperon.co.

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