Joint optimal sizing and operation scheduling of a power-to-gas hub based on a linear program
Photovoltaic and Wind Power Plants Production Profiles Generation from Scarce Data
Computationally Efficient Protective Methodology for Lithium-Ion Battery Cells Based on Safe Sets
Identification of Equivalent Circuit Model Parameters for a Li-Ion Battery Cell
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Mixed-integer Modelling and Optimization of a Heat Source and a Storage System
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Parameterization of a Photovoltaic and a Battery System Add-On for a Consumer Based on a Sequential Linear Program
Optimal parameterization of a PV and a battery system add-on for a consumer
Control of room heating through commanded energy input in time
Comfort Control in Buildings with Adherence to the Required Thermal Energy Input in Zones
Charging and balancing system for LiFeMnPO4 batteries
Teaching
University undergraduate
- Automation Fundamentals (Laboratory exercises)
- Computer Architecture 1R (Laboratory exercises)
Competences
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Control systems
Automatic control Control design Control engineering Control system synthesis Optimal control Thermal variables control Cooling Heating systems -
Mathematics
Linear programming Mathematical programming Optimization Mathematical programming Piecewise linear techniques -
Computational and artificial intelligence
Machine learning Artificial neural networks -
Computers and information processing
Matlab Programming -
Power engineering and energy
Energy management Energy efficiency Energy storage Batteries Photovoltaic systems -
Industrial electronics
Predictive control