Load Forecasting Pitfalls

Load Forecasting Pitfalls

When Yesterday's Load Data Lies: The Crystal Ball Trap in Forecasting

A utility planner once told me: We've been forecasting load the same way for 15 years. It worked until it didn't. That moment—when a heatwave shattere...

Load Forecasting Pitfalls

Why Your Peak Load Prediction Keeps Missing the Mark (And the Forge That Helps)

You have stared at the chart long enough. The blue line is actual load, the orange line is your forecast, and for the 97th percentile hours—the peaks—...

Load Forecasting Pitfalls

When Short-Term Forecasts Blind You to Long-Term Grid Stress

You run a perfect short-term forecast. RMSE under 2%. MAPE in one-off digits. Operators trust your hourly predictions. Then a heatwave hits—not the re...