Deep Learning-driven Hybrid Model For Short-term Load Forecasting And Smart Grid Information Management

Time series analysis is a powerful tool for predicting electricity demand and can help with efficient power supply planning, integration of renewable energy sources, and overall sustainability and efficiency of the power system. Three relevant directions for this method include time series analysis and forecasting, deep learning in power load forecasting, and leveraging data from smart grids and AMI.