TW

Chair of Automatic Control

Research associates

Address

Cauerstraße 7-991058 Erlangen

Room: 03.027, Floor: 03

Research Interests

  • Energy efficient HVAC control
  • Efficient system identification with data-driven methods
  • Model Predictive Control

Biography

since April 2022 Research associate, Chair of automatic control, FAU Erlangen-Nuremberg
2019 – 2022 M.Sc. Electrical Engineering, FAU Erlangen-Nuremberg
2015 – 2019 B.Sc. Electrical Engineering, University of Applied Science Hamburg

Open theses

Current Theses

  • Advanced Control of a Magnetic Levitation System
  • Comparison of Relevance Vector Regression and Gaussian Process Regression for System Identification
  • Maximum A-Posteriori Parameter Estimation of Building Energy Systems (FP)
  • Model-based Reinforcement Learning for Building Energy Systems (MA)
  • Sensitivity-based online Parameter Estimation of Building Energy Systems (PA)

Completed theses

  • Physics-informed Neural Networks for Building Energy Systems (MA)
  • System Identification with Model Reference Adaptive System (PA)
  • Online Parameter Estimation for Model Predictive Control in Building Energy Systems (MA)
  • Prediction of Solar Irradiance for HVAC Control (BA)
  • Lineare Regelung eines HVAC-Systems (BA)