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)

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)

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)