@inproceedings{6536,
  author       = {Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Reisinger, Thomas and Wilker, Stefan and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Übermasser, Stefan },
  location     = {Graz},
  title        = {{Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher}},
  year         = {2024},
}

@inproceedings{5719,
  author       = {Liegmann, Fynn and Schulte, Katrin and Annen, Felix and Haubrock, Jens and Kelker, Michael and Joseph, Svenja and Raczka, Sebastian and Rehtanz, Christian},
  booktitle    = {2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Dubrovnik, Croatia},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Concept of a test bench for research into automatic resupply to improve the resilience of critical infrastructure}},
  doi          = {10.1109/ISGTEUROPE62998.2024.10863253},
  year         = {2024},
}

@phdthesis{3363,
  author       = {Kelker, Michael},
  isbn         = {978-3-86360-271-0},
  publisher    = {Universitätsverlag Ilmenau},
  title        = {{Optimierte Ladung von Elektrofahrzeugen als Markow Entscheidungsprozess mittels maschineller Lernalgorithmen}},
  doi          = {10.22032/DBT.55670},
  year         = {2023},
}

@inproceedings{3096,
  author       = {Steinhagen, Bastian and Jungh, Timon and Hesse, Marc and Rückert, Ulrich and Quakernack, Lars and Kelker, Michael and Haubrock, Jens},
  booktitle    = {2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East)},
  location     = {Abu Dhabi, United Arab Emirates},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid}},
  doi          = {10.1109/ISGTMiddleEast56437.2023.10078593},
  year         = {2023},
}

@inproceedings{3097,
  author       = {Quakernack, Lars and Kelker, Michael and Rückert, Ulrich and Haubrock, Jens},
  location     = {Graz},
  title        = {{Deep Reinforcement Learning als Methode zur autonomen Steuerung von Niederspannungsnetzen mit Fokus auf die Netzstabilität}},
  year         = {2022},
}

@inproceedings{3099,
  author       = {Gurcke, Melina and Timpe, Kevin and Kelker, Michael and Haubrock, Jens},
  location     = {Graz},
  title        = {{ Adaption und Validierung einer Low Cost µPMU zur Netzüberwachung im Niederspannungsnetz}},
  year         = {2022},
}

@inproceedings{3100,
  author       = {Liegmann, Fynn and Gurcke, Melina and Kelker, Michael and Haubrock, Jens},
  location     = {Graz},
  title        = {{Entwicklung einer Virtual Reality Netzleitwarte}},
  year         = {2022},
}

@inproceedings{3111,
  author       = {Liegmann, Fynn and Schorge, Leonard and Kelker, Michael and Haubrock, Jens},
  booktitle    = {2022 IEEE German Education Conference (GeCon)},
  location     = {Berlin, Germany},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Virtual reality grid control station for learning the operational management of real electrical grids on emergency situation}},
  doi          = {10.1109/GeCon55699.2022.9942753},
  year         = {2022},
}

@inproceedings{3112,
  author       = {Kelker, Michael and Quakernack, Lars and Haubrock, Jens and Westermann, Dirk},
  booktitle    = {2022 IEEE Power & Energy Society General Meeting (PESGM)},
  location     = {Denver, CO, USA},
  pages        = {01--05},
  publisher    = {IEEE},
  title        = {{Multi agent double deep Q-network with multiple reward functions for electric vehicle charge control}},
  doi          = {10.1109/PESGM48719.2022.9917038},
  year         = {2022},
}

@inproceedings{3113,
  author       = {Quakernack, Lars and Kelker, Michael and Haubrock, Jens},
  booktitle    = {2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)},
  location     = {Novi Sad, Serbia},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids}},
  doi          = {10.1109/ISGT-Europe54678.2022.9960416},
  year         = {2022},
}

@inproceedings{3361,
  author       = {Liegmann, Fynn and Murtovi, Alen and Kelker, Michael and Haubrock, Jens},
  title        = {{Analysis of user behaviour for modelling an electric vehicle loading profile generator}},
  year         = {2021},
}

@inproceedings{3355,
  author       = {Schulte, Katrin and Runde, Oliver and Kelker, Michael and Haubrock, Jens},
  booktitle    = {2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)},
  location     = {Espoo, Finland},
  pages        = {01--05},
  publisher    = {IEEE},
  title        = {{Prediction of the local cloud cover to optimize photovoltaic system power forecast}},
  doi          = {10.1109/ISGTEurope52324.2021.9640074},
  year         = {2021},
}

@inproceedings{3356,
  author       = {Kelker, Michael and Quakernack, Lars and Haubrock, Jens},
  booktitle    = {2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)},
  location     = {Espoo, Finland},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Multi agent deep Q-reinforcement learning for autonomous low voltage grid control}},
  doi          = {10.1109/ISGTEurope52324.2021.9639897},
  year         = {2021},
}

@inproceedings{3353,
  author       = {Kelker, Michael and Berrada, Amina and Schulte, Katrin and Haubrock, Jens},
  booktitle    = {EnInnov 2020; 16. Symposium Energieinnovation},
  location     = {Graz},
  title        = {{Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz}},
  year         = {2020},
}

@inproceedings{3354,
  author       = {Kelker, Michael and Schulte, Katrin and Haubrock, Jens},
  booktitle    = {NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems},
  location     = {Hamburg},
  title        = {{State estimation in low-voltage grids by using artificial neural networks in consideration of optimal micro phasor measurement unit placement}},
  year         = {2020},
}

@inproceedings{3358,
  author       = {Lohmann, Paul and Kelker, Michael and Schulte, Katrin and Haubrock, Jens},
  booktitle    = {EnInnov 2020; 16. Symposium Energieinnovation},
  location     = {Graz},
  title        = {{Auslegung eines Antriebstranges für einen Batterie-Elektrischen Zug}},
  year         = {2020},
}

@inproceedings{3359,
  author       = {Schulte, Katrin and Kelker, Michael and Haubrock, Jens},
  booktitle    = {NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems},
  location     = {Hamburg},
  title        = {{Artificial neural networks to predict the node voltages in a low-voltage grid}},
  year         = {2020},
}

@inproceedings{3350,
  author       = {Kelker, Michael and Schulte, Katrin and Hansmeier, Dirk and Annen, Felix and Kröger, Kersten and Lohmann, Paul and Haubrock, Jens},
  booktitle    = {2019 IEEE Milan PowerTech},
  location     = {Milan, Italy},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Development of a forecast model for the prediction of photovoltaic power using neural networks and validating the model based on real measurement data of a local photovoltaic system}},
  doi          = {10.1109/PTC.2019.8810719},
  year         = {2019},
}

@inproceedings{3351,
  author       = {Kelker, Michael and Schulte, Katrin and Kröger, Kersten and Haubrock, Jens},
  booktitle    = {2019 Modern Electric Power Systems (MEPS)},
  location     = {Wroclaw, Poland},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Development and validation of a neural network for state estimation in the distribution grid based on μPMU data}},
  doi          = {10.1109/MEPS46793.2019.9394975},
  year         = {2019},
}

@inproceedings{3357,
  author       = {Kröger, Kersten and Annen, Felix and Kelker, Michael and Haubrock, Jens},
  booktitle    = {NEIS 2019; Conference on Sustainable Energy Supply and Energy Storage Systems, 2019},
  location     = {Hamburg},
  title        = {{Development of a Microgrid Hardware Simulation System for Distributed Energy Resources in Combination with an Aggregated Battery Electric Vehicle}},
  year         = {2019},
}