Develop a short-term load forecasting software that accurately predicts electricity demand, facilitates efficient power grid management, and supports integration of renewable energy sources.
A growing campus with a focus on sustainable development and renewable energy sources has decided to implement a microgrid system. The community aims to optimize energy usage, lower energy costs, enhance reliability, and reduce carbon emissions.