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Felix Häusser M.Sc.

Working area(s)

Optimal Control, Model Predictive Control, Moving Horizon Estimation, Distributed Control Systems, Hierarchical Control, Machine Learning in Control Engineering, Automated Directional Drilling

Contact

work +49 6151 16-25190
fax +49 6151 16-25172

Work S3|10 511
Landgraf-Georg-Str. 4
64283 Darmstadt

Topic Type Status
Machine Learning based State Estimation for a Wind Turbine Model (PDF file) (opens in new tab) Project Seminar completed
Optimierung der Trainingsdatenverteilung für regressionsbasiertes maschinelles Lernen (PDF file) (opens in new tab) Proseminar completed
Recurrent Neural Networks for State Estimation of a Wind Turbine Model (PDF file) (opens in new tab) Project Seminar completed
Moving Horizon Estimation for Automated Directional Drilling (PDF file) (opens in new tab) Master's Thesis completed
Computationally Efficient State Estimation of a Wind Turbine Model (PDF file) (opens in new tab) Master's Thesis completed
Optimization of Training Data Distribution for Regression-based Machine Learning (PDF file) (opens in new tab) Master's Thesis completed
Developing a Modular Wind Turbine Framework with State Estimation in the HILO-MPC-Toolbox (PDF file) (opens in new tab) Project Seminar completed
Combining Two-Degree of Freedom Control Structures with Optimization-based or Adaptive Elements (PDF file) (opens in new tab) Proseminar completed
Entwicklung eines datenbasierten Ersatzmodells für die Regelung eines Dreitanks (PDF file) (opens in new tab) Bachelor's Thesis completed
Optimization-based Two-Degree of Freedom Controller for a Three-Tank System (PDF file) (opens in new tab) Bachelor's Thesis completed
State Estimation of a Wind Turbine Model using Physics Informed Neural Networks and Cascade Observers (PDF file) (opens in new tab) Master's Thesis completed
Implementation of a Model Predictive Controller for a Three-Tank-System with Non-Smooth Dynamics (PDF file) (opens in new tab) Project Seminar completed
Control of a Three-Tank System using Multi-Fidelity Gaussian Processes (PDF file) (opens in new tab) Master's Thesis completed
Implementation of a Model Predictive Controller for a Three-Tank System with Non-Smooth Dynamics (PDF file) (opens in new tab) Master's Thesis completed
Data-driven Surrogate Model Generation for Automated Directional Drilling (PDF file) (opens in new tab) Master's Thesis completed
Data-driven Surrogate Model Generation using Multi-fidelity Deep Neural Networks for Wind Turbine Models (PDF file) (opens in new tab) Master's Thesis completed
State Estimation of a Wind Turbine Model using Recurrent Neural Network in a Cascade Observer Design (PDF file) (opens in new tab) Project Seminar completed
State Estimation of a Wind Turbine Model using Multi-Fidelity Recurrent Neural Networks (PDF file) (opens in new tab) Project Seminar completed
Application of Model Predictive Control for an Inverted Pendulum (PDF file) (opens in new tab) Proseminar completed
Untersuchung von Gütemaßen und Optimierungsverfahren für die Parametriesierung von PID-Reglern (PDF file) (opens in new tab) Proseminar completed
Reinforcement Learning-based Adaptive Model Predictive Control (PDF file) (opens in new tab) Master's Thesis in progress
Einsatz von maschinellem Lernen zur Prozessoptimierung bei der Herstellung von Verpackungsstahl (PDF file) (opens in new tab) Master's Thesis in progress
State Estimation of a Wind Turbine Model using Temporal Convolutional Neural Networks (PDF file) (opens in new tab) Project Seminar completed
MPC-Parameter Tuning using Bayesian Optimization for an Inverted Double Pendulum (PDF file) (opens in new tab) Bachelor's Thesis in progress
Parameter Optimization of PID Controllers using Bayesian Optimization (PDF file) (opens in new tab) Bachelor's Thesis in progress
Teaching Assistant for Optimal Control and Predictive Control SS 2021, SS 2022, SS 2023
Teaching Assistant for Project Course Application to Process Dynamics WS 2022/23
Teaching Assistant for Laboratory Matlab/Simulink I SS 2024, WS 2024/25, SS 2025, WS 2025/26, SS 2026
Teaching Assistant for Laboratory Control Systems I SS 2025
Teaching Assistant for System Dynamics and Control Systems I WS 2025/26
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