@inproceedings{6522,
  author       = {Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens},
  booktitle    = {2025 IEEE Kiel PowerTech},
  location     = {Kiel, Germany},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning}},
  doi          = {10.1109/PowerTech59965.2025.11180432},
  year         = {2025},
}

@inproceedings{6525,
  author       = {Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Reisinger, Thomas and Leopold, Thomas and Herold, Benedikt and Wilker, Stefan and Sauter, Thilo and Kelker, Michael and Breuersbrock, Jan and Dünser, Marc and Übermasser, Stefan},
  booktitle    = {2025 IEEE Kiel PowerTech},
  location     = {Kiel, Germany},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage}},
  doi          = {10.1109/PowerTech59965.2025.11180740},
  year         = {2025},
}

@inproceedings{6526,
  author       = {Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens},
  booktitle    = {2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)},
  location     = {Valletta, Malta},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Data-driven Day-ahead Load Classification For Capacity Planning}},
  doi          = {10.1109/ISGTEurope64741.2025.11305555},
  year         = {2025},
}

@inproceedings{6527,
  author       = {Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens},
  booktitle    = {2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)},
  location     = {Valletta, Malta},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids}},
  doi          = {10.1109/ISGTEurope64741.2025.11305550},
  year         = {2025},
}

@inproceedings{6529,
  author       = {Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens},
  location     = {Kassel},
  publisher    = {VDE Verlag},
  title        = {{Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids}},
  year         = {2025},
}

@inproceedings{6532,
  author       = {Ye, Wenyan and Heberer, Simon and Zhang, Ping and Quakernack, Lars and Haubrock, Jens and Kelker, Michael and Röhrenbeck, Stephan and Dünser, Marc and Übermasser, Stefan and Reisinger, Thomas and Wilker, Stefan},
  booktitle    = {2025 IEEE Kiel PowerTech},
  location     = {Kiel, Germany},
  pages        = {1--6},
  publisher    = {IEEE},
  title        = {{Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints}},
  doi          = {10.1109/PowerTech59965.2025.11180211},
  year         = {2025},
}

@inproceedings{6534,
  author       = {Handel, Katrin and Schulte, Katrin and Quakernack, Lars and Rigo-Mariani, Remy and Haubrock, Jens},
  booktitle    = {2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)},
  location     = {Valletta, Malta},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids}},
  doi          = {10.1109/ISGTEurope64741.2025.11305517},
  year         = {2025},
}

@inproceedings{6535,
  author       = {Gurcke, Melina and Quakernack, Lars and Schulte, Katrin and Haubrock, Jens},
  booktitle    = {2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)},
  location     = {Valletta, Malta},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Impact of Global Price Signals on Local Low-Voltage Grids}},
  doi          = {10.1109/ISGTEurope64741.2025.11305633},
  year         = {2025},
}

@inproceedings{6531,
  author       = {Ye, Wenyan and Chang, Hao-Hsuan and Zhang, Ping and Quakernack, Lars and Kelker, Michael and Haubrock, Jens},
  booktitle    = {2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Dubrovnik, Croatia},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids}},
  doi          = {10.1109/ISGTEUROPE62998.2024.10863063},
  year         = {2024},
}

@inproceedings{6533,
  author       = {Vaquet, Valerie and Hinder, Fabian and Vaquet, Jonas and Lammers, Kathrin and Quakernack, Lars and Hammer, Barbara},
  booktitle    = {2024 International Joint Conference on Neural Networks (IJCNN)},
  location     = {Yokohama, Japan},
  pages        = {1--8},
  publisher    = {IEEE},
  title        = {{Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations}},
  doi          = {10.1109/IJCNN60899.2024.10651472},
  year         = {2024},
}

@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{6537,
  author       = {Wilker, Stefan and Bauer, Paul and Reisinger, Thomas and Leopold, Thomas and Quakernack, Lars and Haubrock, Jens},
  location     = {Wien},
  title        = {{Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage}},
  year         = {2024},
}

@inproceedings{5761,
  author       = {Quakernack, Lars and Gurcke, Melina and Schulte, Katrin and Haubrock, Jens},
  booktitle    = {2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Dubrovnik, Croatia},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic}},
  doi          = {10.1109/ISGTEUROPE62998.2024.10863623},
  year         = {2024},
}

@inproceedings{5720,
  author       = {Quakernack, Lars and Engelmann, Thomas and Haubrock, Jens and Vaquet, Valerie},
  booktitle    = {2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Dubrovnik, Croatia},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data}},
  doi          = {10.1109/ISGTEUROPE62998.2024.10863725},
  year         = {2024},
}

@inproceedings{5557,
  author       = {Schulte, Katrin and Engel, Lars and Quakernack, Lars and Liegmann, Fynn and Haubrock, Jens},
  booktitle    = {IEEE PES ISGT  Europe 2024 Conference book},
  editor       = {Holjevac, Ninoslav and Baškarad, Tomislav  and Zidar, Matija  and Kuzle, Igor },
  isbn         = {978-953-184-297-6},
  location     = {Dubrovnik, Croatia},
  title        = {{A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast}},
  year         = {2024},
}

@inproceedings{6530,
  author       = {Quakernack, Lars and Vaquet, Valerie and Hammer, Barbara and Haubrock, Jens},
  booktitle    = {2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Grenoble, France},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids}},
  doi          = {10.1109/ISGTEUROPE56780.2023.10407843},
  year         = {2023},
}

@inproceedings{5723,
  author       = {Engelmann, Thomas and Quakernack, Lars and Haubrock, Jens},
  booktitle    = {PESS 2023; Power and Energy Student Summit},
  isbn         = {978-3-8007-6318-4},
  location     = {Bielefeld},
  title        = {{Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems}},
  year         = {2023},
}

@inproceedings{4357,
  author       = {Schulte, Katrin and Engel, Lars and Quakernack, Lars and Haubrock, Jens},
  booktitle    = {2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  location     = {Grenoble, France},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Optimized photovoltaic power forecast using k-means clustering based error reduction}},
  doi          = {10.1109/ISGTEUROPE56780.2023.10407521},
  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{3105,
  author       = {Quakernack, Lars and Hövelmann, Julian and Kröger, Kersten and Haubrock, Jens},
  location     = { Magdeburg, Germany},
  title        = {{AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants}},
  year         = {2023},
}