Energy Demand Curve Modeling with Machine Learning Algorithms

In this paper, a neural algorithm based on Long Short-Term Memory (LSTM) architecture able to model the energy demand as a time sequence application and predict trends based on key identified factors that influence energy consumption is proposed.