Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System

Jens Engel, Thomas Schmitt, Tobias Rodemann +1

A major challenge in the development of Model Predictive Control (MPC)-based energy management systems (EMSs) for buildings is the availability of an accurate model. One approach t…