Reducing forecast errors of a day-ahead photovoltaic power forecast by ensemble learning
K. Schulte, A. Ebenzer Anitha, J. Haubrock, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.

Analysis of low voltage grid state estimation with limited measurement devices
J. Giebeler, T. Engelmann, J. Haubrock, in: Technische Universität Dresden; IEEE PES Germany Chapter (Ed.)  (Ed.), PESS 2024 – IEEE Power and Energy Student Summit, 2025.

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.

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.

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.

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.

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.

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.

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.

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.

Interconnected living labs with intelligent decision support for energy-optimized flexibility through sector coupling
M. Gurcke, J. Haubrock, L. Brandhorst, L. Kockhans, S. Bamberg, H. Rahlf, P. Hahn, J. Eberharter, A. Lazar, R. Kreipe, P. Westerbarkey, F. Hoewelhasse, A. Meier, in: 2025.

Grid-assistive use of private battery energy storage systems based on fuzzy logic
M. Gurcke, M. Cziomer, K. Schulte, J. Haubrock, IET Conference Proceedings 2024 (2025) 697–702.

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.

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.

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.

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.

Concept of a test bench for research into automatic resupply to improve the resilience of critical infrastructure
F. Liegmann, K. Schulte, F. Annen, J. Haubrock, M. Kelker, S. Joseph, S. Raczka, C. Rehtanz, in: Institute of Electrical and Electronics Engineers (IEEE) (Ed.), 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024, pp. 1–5.

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.

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.

Control of distributed energy storage systems for minimum reverse flow in a distribution grid with high share of photovoltaic
K. Handel, K. Schulte, R. Rigo-Mariani, J. Haubrock, J. Arens, in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.