Important Parameters for Prediction of Power Loads - A Bottom-Up Approach Utilizing Measurements from an Automatic Meter Reading System

Bottom-up Markov Chain Monte Carlo approach for scenario based residential load modelling with publicly available data

“…There are many different approaches when it comes to building the bottom-up models. These bottom-up models can be combined with the top-down models through smart meter data [3,4]. Machine learning approaches are applied to model household load curves based on smart meter data measurements [5,6].…”