bachelor’s thesis

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.

research projects

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bachelor’s thesis

microservice based software

master’s thesis

aiI-based regulation of the primary control loop

bachelor’s thesis

software architecture for machine learning applications