research |development
web application for building automation system
development of a web application and visualization for the operation of WICKIE M by the user
in order to carry out this analysis, synthetic data was generated using a simulation model. with the help of this data, machine learning models were created which predict the parameters required for control with sufficient accuracy. a comparison was then carried out with the previous control system in order to determine the savings potential of energy and other advantages of ai-based control. As the results show, the ai-based control not only leads to energy savings of 10%, but also well-being elevated within the building.