Forecast Time Horizons: Nowcasting vs. Forecasting – How alitiq Masters Every Timeline

In the energy industry, time is not just money – it's precision, stability, and efficiency. The ability to predict consumption and generation with utmost accuracy determines economic success and grid balance. At alitiq, we master the entire spectrum of forecasting: from Nowcasting for agile real-time correction to (Day-Ahead) Forecasting and medium-term predictions for strategic planning. 🔄

But what distinguishes Nowcasting from Forecasting? And how do we use artificial intelligence to deliver the best output on every timeline? 🧠

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Nowcasting: Agile Real-Time Correction (Intraday) ⏱️

Nowcasting operates on a timeline of minutes to approximately two hours. This is primarily about responsiveness and managing the last mile before actual delivery or consumption. ⚡

The alitiq Intraday Strategy: Reactive and Predictive

Our current nowcasting is already extremely sharp: it's based on the continuous assimilation of current measurement and performance data from our customers. We detect deviations from the day-ahead forecast in real-time and can adjust forecasts intraday to smooth load profiles and minimize the risks of short-term market fluctuations. 📉

NowcastAI Research Project: The Scientific Leap Forward 🔬🚀

Standstill means regression. That's why we're advancing our nowcasting through the joint NowcastAI research project with Ventus GmbH into a predictive discipline.

Previously, we reacted to deviations, such as actual performance drops. In the future, however, we want to recognize the cause before the effect occurs:

• Focus on Solar Irradiance: NowcastAI aims to develop an AI-based short-term weather model that predicts solar irradiance with unprecedented precision – crucial for volatile PV generation. 🌞
• Top-Class Data Fusion: The system integrates satellite images, radar data, and ground observations into an advanced machine learning framework. 🛰️
• Scientific Advantage: By using high-performance computers (HPC) and processing this geophysical real-time data, we generate minute-accurate predictions of actual weather developments, such as cloud movements, at a spatial resolution in the kilometer range.

Your Advantage: We will be able to integrate the approaching cloud cover into our forecasts before it appears in your generation data. This makes our nowcasting not just a correction tool, but an active optimization instrument in real-time. ✅

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Forecasting: The Wide View with AI Precision (Day-ahead and Beyond) 🤝📅

Forecasting describes all predictions that extend beyond a few hours – our view of the day-ahead market, the week, or the quarter. Since no current measurement data is available yet, predictions are based on complex modeling, primarily numerical weather prediction (Numerical Weather Prediction, NWP). ☁️☀️

The alitiq Engine: From Weather Data to Performance Forecasting

Conventional forecasting models often reach their limits because they inadequately represent the individual relationship between weather and specific energy-related processes. This is precisely where the full power of the AI-driven alitiq engine demonstrates its strengths. 💪

• Solid Data Foundation: We feed our engine with the most robust meteorological data from leading institutions such as the German Weather Service (DWD) and ECMWF, supplemented by numerous international models and our own meteorological expertise. 🌍
• Individual Analysis (Onboarding): During our onboarding, scientific depth unfolds: Our AI analyzes individually how specific weather parameters (e.g., wind, temperature, global radiation) have actually influenced your generation or consumption processes in the past. 🔬
• Precise Projection: Only this profound, physically and statistically founded causal analysis enables us to transform raw NWP weather data into highly specific, energy-system-relevant performance forecasts.

Your Advantage: The day-ahead forecast is so precisely tailored to your individual facilities that it provides a reliable foundation for energy trading, balancing group management, and resource planning. 💰

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Conclusion: alitiq – Your Partner on Every Timeline

Optimal control of energy processes requires a seamless chain of precise forecasts that unite scientific depth with maximum agility.

At alitiq, we're not limited: We deliver individually trained forecast intelligence for the day-ahead market and ensure through our nowcasting – and soon through the innovations of NowcastAI – agile control in intraday operations.

Trust alitiq to transform the complexity of energy markets into your competitive advantage. We keep your forecast in view – from the next minute to the next day! 👀