Multi agent deep Q-reinforcement learning for autonomous low voltage grid control. - Michael Kelker; Lars Quakernack; Jens Haubrock (ISGT-Europe, 2021)

Prediction of the local cloud cover to optimize photovoltaic system power forecast. - Katrin Schulte; Oliver Runde; Michael Kelker; Jens Haubrock (ISGT-Europe, 2021)

Virtual reality grid control station for learning the operational management of real electrical grids on emergency situation. - Fynn Liegmann; Leonard Schorge; Michael Kelker; Jens Haubrock (GeCon, 2022)

Deep Reinforcement Learning For Autonomous Control Of Low Voltage Grids With Focus On Grid Stability In Future Power Grids. - Lars Quakernack; Michael Kelker; Jens Haubrock (ISGT-Europe, 2022)

Control of distributed energy storage systems for minimum reverse flow in a distribution grid with high share of photovoltaic. - Katrin Handel; Katrin Schulte; Rémy Rigo-Mariani; Jens Haubrock; Jan Arens (ISGT EUROPE, 2023)

A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids. - Lars Quakernack; Valerie Vaquet; Barbara Hammer; Jens Haubrock (ISGT EUROPE, 2023)

Optimized photovoltaic power forecast using k-means clustering based error reduction. - Katrin Schulte; Lars Engel; Lars Quakernack; Jens Haubrock (ISGT EUROPE, 2023)

Concept of a test bench for research into automatic resupply to improve the resilience of critical infrastructure. - Fynn Liegmann; Katrin Schulte; Felix Annen; Jens Haubrock; Michael Kelker; Svenja Joseph; Sebastian Raczka; Christian Rehtanz (ISGT EUROPE, 2024)

LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data. - Lars Quakernack; Thomas Engelmann; Jens Haubrock; Valerie Vaquet (ISGT EUROPE, 2024)

Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic. - Lars Quakernack; Melina Gurcke; Katrin Schulte; Jens Haubrock (ISGT EUROPE, 2024)

A comparison of machine learning algorithms for the optimization of a day-ahead photovoltaic power forecast. - Katrin Schulte; Lars Engel; Lars Quakernack; Fynn Liegmann; Jens Haubrock (ISGT EUROPE, 2024)

Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids. - Wenyan Ye; Hao-Hsuan Chang; Ping Zhang 022; Lars Quakernack; Michael Kelker; Jens Haubrock (ISGT EUROPE, 2024)

Optimal Decision Tree Design for Near Real-Time Control of Battery Energy Storage Systems. - Katrin Handel; Angellina Ebenezer Anitha; Rémy Rigo-Mariani; Katrin Schulte; Jens Haubrock (SYNASC, 2024)