Evolution of Energy Forecasting Over Time

Energy forecasting has evolved from simpler, stable models to complex, volatile scenarios. In the past, models relied on regression and basic forecasting tools due to limited data and regional boundaries. However, with energy market liberalization, more sophisticated models using machine learning have emerged to predict short-term dynamics. The expansion of energy trading, more players in the market, and increased data availability have transformed forecasting from basic regression to advanced algorithms.