Introduction The world is at a critical juncture in its transition to sustainable energy. Despite the growing demand for renewable power, the sector faces significant challenges in integrating intermittent energy sources into the grid, predicting energy demand, and optimizing energy distribution. Traditional methods of energy forecasting and management rely heavily on human intuition, statistical models,…