Predicting Residential Energy Consumption by Explainable Deep Learning with Long-Term and Short-Term Latent Variables

Jin-Young Kim, Sung-Bae Cho

Abstract: Recently, deep learning models proliferate in the prediction of power demand for efficient planning of power consumption. However, the “black-box” characteristics of deep learning hinders from esta...