Modeling distribution grids of the future: Importance of the scenario frameworks for the grid development plan in low voltage grids
L. Quakernack, T. Engelmann, J. Haubrock, in: VDE (Ed.), VDE Verlag, 2025.

Autonomous AI for cellular energy systems increasing flexibilities provided by sector coupling and distributed storage
L. Quakernack, T. Engelmann, J. Haubrock, W. Ye, P. Zhang, S. Röhrenbeck, T. Reisinger, T. Leopold, B. Herold, S. Wilker, T. Sauter, M. Kelker, J. Breuersbrock, M. Dünser, S. Übermasser, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.

Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.

Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids
L. Quakernack, T. Engelmann, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.

Data-driven Day-ahead Load Classification For Capacity Planning
T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.

Impact of Global Price Signals on Local Low-Voltage Grids
M. Gurcke, L. Quakernack, K. Schulte, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.

Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage Grids
K. Handel, K. Schulte, L. Quakernack, R. Rigo-Mariani, J. Haubrock, in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.

Predictive Energy Management of Residential Microgrids with Power-To-X Options and Voltage Constraints
W. Ye, S. Heberer, P. Zhang, L. Quakernack, J. Haubrock, M. Kelker, S. Röhrenbeck, M. Dünser, S. Übermasser, T. Reisinger, S. Wilker, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.

LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data
L. Quakernack, T. Engelmann, J. Haubrock, V. Vaquet, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.

Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher
L. Quakernack, J. Haubrock, M. Kelker, T. Reisinger, S. Wilker, W. Ye, P. Zhang, S. Röhrenbeck, S. Übermasser, in: TU Graz (Ed.), Graz, 2024.

Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations
V. Vaquet, F. Hinder, J. Vaquet, K. Lammers, L. Quakernack, B. Hammer, in: 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 2024, pp. 1–8.

Development of AI agents for cellular energy systems to increase flexibilities provided by sector coupling and distributed storage
S. Wilker, P. Bauer, T. Reisinger, T. Leopold, L. Quakernack, J. Haubrock, in: 2024.

Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids
W. Ye, H.-H. Chang, P. Zhang, L. Quakernack, M. Kelker, J. Haubrock, in: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.

Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic
L. Quakernack, M. Gurcke, K. Schulte, J. Haubrock, in: IEEE (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.

A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast
K. Schulte, L. Engel, L. Quakernack, F. Liegmann, J. Haubrock, in: N. Holjevac, T. Baskarad, M. Zidar, I. Kuzle (Eds.), IEEE PES ISGT  Europe 2024 Conference Book, 2024.

Q-learning based control algorithm with dynamic combination of peak shaving and self-consumption optimization for industrial battery storage systems
T. Engelmann, L. Quakernack, J. Haubrock, in: IEEE (Ed.), PESS 2023; Power and Energy Student Summit, 2023.

A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids
L. Quakernack, V. Vaquet, B. Hammer, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.

Optimized photovoltaic power forecast using k-means clustering based error reduction
K. Schulte, L. Engel, L. Quakernack, J. Haubrock, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.

AI-based heat demand forecasting in industrial buildings for flexible operation of combined heat and power plants
L. Quakernack, J. Hövelmann, K. Kröger, J. Haubrock, in: 2023.

Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid
B. Steinhagen, T. Jungh, M. Hesse, U. Rückert, L. Quakernack, M. Kelker, J. Haubrock, in: 2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East), IEEE, 2023, pp. 1–5.