Exploring AI Applications in Energy Markets

Latest Analysis

Value Stacking Deep Dive: Maximizing Battery Revenue

A comprehensive guide to dual-market optimization for battery storage. Understand the exact mathematical formulation, configure your own battery, and analyze day-by-day operations showing how strategic nominations enable profitable real-time deviations.

MILP Value Stacking Mathematics Interactive
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Unlocking Extra Revenue: Value Stacking for Battery Storage

How batteries can earn more by participating in multiple electricity markets. The answer lies in value stacking — participating in multiple markets simultaneously rather than committing to just one. Explore how value stacking works using real market data from Belgium.

BESS Value Stacking MILP Optimization Belgium
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Real-Time Price Forecasting

Deep learning approaches to forecasting electricity prices in volatile markets. Exploring LSTMs, Transformers, and hybrid models.

ML Forecasting Time Series
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Reinforcement Learning for Battery Management

Training agents to optimize energy dispatch. Comparing PPO, SAC, and model-based RL approaches.

RL Grid Control Optimization
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