Energy Demand Forecasting for US Households: Timeseries Forecasting Using Deep Learning

Photo from https://www.vox.com/energy-and-environment/2017/12/15/16714146/greener-more-reliable-more-resilient-grid-microgrids

Introduction

Energy consumption forecasting for buildings has immense value in energy efficiency and sustainability research. Accurate energy forecasting models have numerous implications in planning and energy optimization of buildings and campuses. Good forecasts can help to implement energy-saving policies…