PROBLEMS
Accurate energy consumption and production forecasting is crucial for efficient energy management and grid stability. However, energy systems’ high complexity and non-linearity make predictions extremely challenging for classical methods.
SOLUTIONS
We have designed a photonic quantum reservoir computing algorithm to predict energy consumption and production in time.
BENEFITS
Our method can potentially improve the accuracy of forecasts, bringing us closer to reducing computational resources compared to classical methods.