Florian Steinke

Prof. Dr. Florian Steinke is a Professor and Head of the Energy Information Networks and Systems Department at Technische Universität Darmstadt. His academic career spans roles at Siemens Corporate Technology (2009–2016) and a PhD in machine learning at the Max Planck Institute for Intelligent Systems (2006–2008). His research focuses on algorithmic energy management, distributed control systems, machine learning applications in energy grids, and resilient smart grid design.

Education:

• PhD in Machine Learning (Max Planck Institute for Intelligent Systems, 2006–2008)
• Diplom in Computational Physics (University of Tübingen & University of Washington, 1999–2005)

Research Interests:

• Development of cyber-physical systems for energy grids
• Optimization of thermal-electric systems using game theory and stochastic control
• Integration of social media data for demand forecasting
• Cybersecurity measures against adversarial attacks on grids

Recent work emphasizes probabilistic grid modeling, resilient energy market design, and AI-driven control strategies for Fourth Generation district heating grids. His platform ecosystem research aims to support the energy transition through data-driven solutions.

Labs/Teams: Leads the Energy Information Networks and Systems research group, focusing on interdisciplinary projects combining automation, data science, and energy systems engineering.