[Journal]
Jonas Hülsmann, Julia Barbosa, Florian Steinke:
Local Interpretable Explanations of Energy System Designs.
In: MDPI Energies 16 (5), P. 2161, 2023

[Journal]
Andreas Bott, Tim Janke, Florian Steinke:
Deep learning-enabled MCMC for probabilistic state estimation in district heating grids.
In: Elsevier Applied Energy 336 , P. 120837, prePrint, 2023

[Journal]
Michèle Knodt, Anna Stöckl, Martin Pietsch, Florian Steinke, Gerrit Hornung, Jan-Philipp Stroscher:
Power blackout: Citizens’ contribution to strengthen local resilience.
In: Elsevier Energy Policy 174 , P. 113433, 2023

[Conference]
Domenico Tomaselli, Paul Stursberg, Michael Metzger, Florian Steinke:
Representing Topology Uncertainty for Distribution Grid Expansion Planning.
In: 27th International Conference on Electricity Distribution (CIRED) , Rome, Italy, 2023

[Journal]
Edwin Mora, Florian Steinke:
Admissible Control Laws for Constrained Linear Power Flow: The General Case.
In: IEEE Transactions on Power Systems 39 (1), P. 658 - 670, 2023

[Journal]
Allan Santos, Amr Rizk, Florian Steinke:
Adaptive Global Coordination of Local Routing Policies for Communication Networks.
In: Elsevier Computer Communications 204 , P. 101-108, 2023

[Journal]
Allan Santos, Florian Steinke:
Robust Placement and Control of Phase-Shifting Transformers Considering Redispatch Measures.
In: MDPI Energies 16 (11), P. 4438, 2023

[Journal]
Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch:
Generative machine learning methods for multivariate ensemble post-processing.
In: Institute of Mathematical Statistics The Annals of Applied Statistics 18 (1), P. 159-183, 2023

[Conference]
Sara Mollaeivaneghi, Julia Barbosa, Florian Steinke:
DER Pricing Power in the Presence of Multi-Location Consumers with Load Migration Capabilities.
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Grenoble, France, 2023

[Conference]
Kirill Kuroptev, Florian Steinke:
Coordinated cyber attacks on smart grids considering software supply chains.
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Grenoble, France, 2023

[Conference]
Domenico Tomaselli, Paul Stursberg, Michael Metzger, Florian Steinke:
Representing Topology Uncertainty for Distribution Grid Expansion Planning.
In: 27th International Conference on Electricity Distribution(CIRED), Rome, Italy, PDF, 2023

[Journal]
Sara Mollaeivaneghi, Allan Santos, Florian Steinke:
Unimodality of Parametric Linear Programming Solutions and Efficient Quantile Estimation.
In: MDPI AppliedMath 3 (4), P. 814-827, 2023

[PhD thesis]
Allan Santos:
Increasing the Reliability of Power and Communication Networks via Robust Optimization.
In: Darmstadt, Technische Universität Darmstadt, 2023

[PhD thesis]
Edwin Camilo Mora Gil:
Minimal Admissible Control of Constrained Static Linear Systems with Applications to Power Systems.
In: Darmstadt, Technische Universität Darmstadt, 2022

[Journal]
Simon Ackermann, Andrei Szabo, Joachim Bamberger, Florian Steinke:
Design and optimization of performance guarantees for hybrid power plants.
In: Elsevier Energy 239 , P. 121742, 2022

[Conference]
Mario Beykirch, Tim Janke, Florian Steinke:
Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need?.
In: 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2022), virtual Conference, 2022

[Journal]
Thanh Huynh, Franziska Schmidt, Sebastian Thiem, Martin Kautz, Florian Steinke, Stefan Niessen:
Local energy markets for thermal-electric energy systems considering energy carrier dependency and energy storage systems.
In: Elsevier Smart Energy 6 , P. 100065, 2022

[Journal]
Martin Pietsch, Florian Steinke:
The Water Energy Nexus: Improved Emergency Grid Restoration with DERs.
In: Elsevier Electric Power Systems Research (Proc. 22nd Power Systems Computation Conference, PSCC 2022) 212 , P. 108468, prePrint, 2022

[Conference]
John Friesen, Martin Pietsch:
Slums in Smart Cities - Rethink the Standard.
In: IEEE Global Humanitarian Technology Conference (GHTC 2022), Santa Clara, USA, 2022

[Conference]
Tobias Gebhard, Eva Brucherseifer, Florian Steinke:
Monitoring Electricity Demand Synchronization Using Copulas.
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Novi Sad, Serbia, 2022

[Conference]
Michael Heise, Martin Pietsch, Florian Steinke, Maximilian Bauer, Burak Yilmaz:
Optimized UAV Placement for Resilient Crisis Communication and Power Grid Restoration.
In: IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Novi Sad, Serbia, 2022

[Conference]
Tim Janke, Mohamed Ghanmi, Florian Steinke:
Implicit Generative Copulas.
In: 35th International Conference on Neural Information Processing Systems (NeurIPS 2021), virtual Conference, 2021

[Conference]
Johannes Börner, Florian Steinke:
Measuring LTI System Resilience against Adversarial Disturbances based on Efficient Generalized Eigenvalue Computations.
In: 60th IEEE Conference on Decision and Control (CDC 2021), virtual Conference, 2021

[Conference]
Johannes Sindt, Allan Santos, Marc E. Pfetsch, Florian Steinke:
Evaluation of Multiparametric Linear Programming for Economic Dispatch under Uncertainty.
In: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), virtual Conference, 2021

[Conference]
Mario Beykirch, Tim Janke, Imed Tayeche, Florian Steinke:
Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series.
In: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), virtual Conference, 2021

[Conference]
Andreas Bott, Pascal Friedrich, Lea Rehlich, Florian Steinke:
Model Reduction for Heat Grid State Estimation.
In: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), virtual Conference, 2021

[Conference]
Christopher Ripp, Julia Barbosa, Florian Steinke:
Operational Carbon Mitigation Potential of Flexible Multi-Energy Systems: A Case Study.
In: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe 2021), virtual Conference, 2021

[Report]
Jens Ivo Engels, Sybille Frank, Iryna Gurevych, Martina Heßler, Michèle Knodt, Jochen Monstadt, Alfred Nordmann, Andreas Oetting, Annette Rudolph-Cleff, Uwe Rüppel, Gerrit Jasper Schenk, Florian Steinke:
Transformation, Zirkulation, System of Systems : Für ein dynamisches Verständnis netzgebundener Infrastrukturen.
In: Darmstadt, 2021

[Report]
CIGRE Study Committee C2:
Operating strategies and preparedness for system operational resilience.
In: 2021

[Journal]
Edwin Mora, Florian Steinke:
On the minimal set of controllers and sensors for linear power flow.
In: Elsevier Electric Power Systems Research 190 , 2021

[Conference]
Edwin Mora, Florian Steinke:
Robust voltage regulation for active distribution networks with imperfect observability.
In: 14th IEEE PowerTech Conference, virtual Conference, 2021

[Conference]
Sizhang Feng, Leon Floeer, Felix Goerzel, Dennis Michael Joeckel, Julia Barbosa, Florian Steinke:
Towards Low-Carbon Multi-Energy Systems: The Hessian Energy Transition.
In: Power and Energy Student Summit (PESS 2021), virtual Conference, 2021

[Journal]
Julia Barbosa, Christopher Ripp, Florian Steinke:
Accessible Modeling of the German Energy Transition: An Open, Compact, and Validated Model.
In: MDPI Energies 14 (23), P. 8084, 2021

[Conference]
Jonas Hülsmann, Lennart J. Sieben, Mohsen Mesgar, Florian Steinke:
A Natural Language Interface for an Energy System Model.
In: 11th IEEE PES Innovative Smart Grid Technologies Europe, virtual Conference, 2021

[Conference]
Jonas Hülsmann, Florian Steinke:
Explaining Complex Energy Systems: A Challenge.
In: 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Workshop: Tackling Climate Change with ML, virtual Conference, 2020

[Conference]
Andreas Bott, Alexander Matei, Florian Steinke, Stefan Ulbrich:
Methodenbaukasten für Flexible Wärmenetze der Zukunft.
In: Konferenzreader Digitalisieren, Sektoren koppeln, Flexibilisieren: Systemische Integration der Bioenergie und weiterer erneuerbarer Energien in Gebäuden & Quartieren, virtual Conference, 2020

[Conference]
Christopher Ripp, Mario Beykirch, Johannes Oltmanns, Florian Steinke:
Multi-modales Echtzeit Energiemonitoring - Multi-modales echtzeit Energiemonitoring als Basis eines digitalen Zwillings des Energiesystems des Campus Lichtwiese der Technischen Universität Darmstadt.
In: Digitalisieren - Sektoren koppeln - Flexibilisieren. Systemische Integration der Bioenergie und weiterer erneuerbarer Energien in Gebäuden & Quartieren, virtual Conference, 2020

[Conference]
Tim Janke, Florian Steinke:
Probabilistic multivariate electricity price forecasting using implicit generative ensemble post-processing.
In: 16th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2020), virtual Conference, 2020

[Conference]
Allan Santos, Amr Rizk, Florian Steinke:
Flexible Redundancy Generation for Virtual Network Embedding with an Application to Smart Grids.
In: 11th ACM International Conference on Future Energy Systems (ACM e-Energy '20), virtual Conference, 2020

[Journal]
Edwin Mora, Florian Steinke:
Minimal Control of Constrained, Partially Controllable & Observable Linear Systems.
In: Elsevier IFAC-PapersOnLine 53 (2), P. 4521-4526, 2020

[Conference]
Martin Pietsch, Anja Klein, Florian Steinke:
Merging Microgrids for Optimal Distribution Grid Restoration under Explicit Communication Constraints.
In: 2020 Resilience Week (RWS), virtual Conference, 2020

[Conference]
Edwin Mora, Florian Steinke:
Computing sparse affine-linear control policies for linear power flow in microgrids.
In: Proceedings of 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), virtual Conference, 2020

[Conference]
Allan Santos, Edwin Mora, Jan Peters, Florian Steinke:
Decentralized Data-Driven Tuning of Droop Frequency Controllers.
In: 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), virtual Conference, 2020

[Conference]
Allan Santos, Edwin Mora, Jan Peters, Florian Steinke:
Decentralized Data-Driven Tuning of Droop Frequency Controllers applied to a Non-Linear Grid Model.
In: PESS 2020 : IEEE Power and Energy Student Summit : conference proceedings, virtual Conference, 2020

[Conference]
Michaela Lestakova, Kevin Logan, Imke Lorenz, Martin Pietsch, John Friesen, Florian Steinke, Peter F. Pelz:
Towards a Common Ontology for Investigating Resilience of Interdependent Urban Systems.
In: Proceedings of the Joint International Resilience Conference, JIRC2020, 23.11.2020-27.11.2020, Online Event, Twente, 2020

[Conference]
Mario Beykirch, Tim Janke, Florian Steinke:
Bayesian Inference with MILP Dispatch Models for the Probabilistic Prediction of Power Plant Dispatch.
In: 16th International Conference on the European Energy Market (EEM), Ljubljana, Slovenia, 2019

[Conference]
Simon Ackermann, Andrei Szabo, Simon Paulus, Florian Steinke:
Comparison of Two Day-Ahead Offering Strategies for a Flexible CHP Plant in Germany.
In: 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Bucharest, Romania, 2019

[Conference]
Johannes Börner, Simon Scheurich, Florian Steinke:
Nonlinear consensus for improved resilience of distributed secondary frequency control.
In: 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Bucharest, Romania, 2019

[Conference]
Christopher Ripp, Florian Steinke:
Sensitivity analysis of linear programming economic dispatch models.
In: ETG-Kongress 2019 - Das Gesamtsystem im Fokus der Energiewende, Esslingen am Neckar, Germany, 2019

[Conference]
Florian Steinke:
Is Resilience the Real Driver for Decentral Intelligence in Energy?.
In: International Conference on Urban Infrastructures: Criticality, Vulnerability and Protection, Darmstadt, 2019

[Conference]
Jonas Hülsmann, Christopher Ripp, Florian Steinke:
Balancing power potential of pools of small-scale units.
In: 16th International Conference on the European Energy Market, Ljubljana, Slovenia, 2019

[Conference]
Florian Steinke, Christopher Ripp:
Efficient Sensitivity Analysis for MPC Controlled Multimodal Energy Systems.
In: GMA-Fachausschuss 1.50 "Grundlagen vernetzter Systeme", 2019

[Conference]
Sebastian Schreck, S. Thiem, A. Amthor, L. Wagner, J. Schäfer, S. Nießen, Florian Steinke:
Harvesting the Flexibility of Distributed Multi-Modal Energy Management Systems through an Iterative Local Energy Market.
In: International Renewable Energy Storage Conference (IRES 2019), 2019

[Conference]
Florian Steinke:
Maschinelles Lernen für den Betrieb und die Planung von Energiesystemen.
In: House of Energy Kongress: Energie im Wandel erfahren, Frankfurt, 2019

[Conference]
Johannes Börner, Florian Steinke:
On the Resilience of Secondary Frequency Control.
In: ETG-Kongress 2019 - Das Gesamtsystem im Fokus der Energiewende, Esslingen am Neckar, Germany, 2019

[Conference]
Mario Beykirch, Tim Janke, Florian Steinke:
Evaluation of Day-Ahead Electricity Price Predictions with Multi-Stage Stochastic Programs.
In: 8th International Ruhr Energy Conference (INREC 2019), Essen, Germany, 2019

[Journal]
Tim Janke, Florian Steinke:
Forecasting the Price Distribution of Continuous Intraday Electricity Trading.
In: Energies 12 (22), P. 4262, 2019

[Conference]
Tim Janke, Bastian Brindley, Tobias Rodemann, Florian Steinke:
Incentivizing the adoption of local flexibility options: A quantitative case study.
In: 15th International Conference on the European Energy Market (EEM'18), Lodz, Poland, 2018

[Conference]
Mario Beykirch, Tim Janke, Florian Steinke:
Learning Dispatch Parameters of Thermal Power Plants from Observations.
In: 8th IEEE PES Innovative Smart Grid Technologies Europe, Sarajevo, Bosnia-Herzegovina, 2018

[Conference]
Simon Ackermann, Andrei Szabo, Florian Steinke:
A Computationally Efficient Method for RiskAverse Scheduling of Hybrid Power Plants.
In: 8th IEEE PES Innovative Smart Grid Technologies Europe, Sarajevo, Bosnia-Herzegovina, 2018

[Conference]
Christopher Ripp, Florian Steinke:
A First Shot at Time-Dependent CO2 Intensities in Multi-Modal Energy Systems.
In: 2018 15th International Conference on the European Energy Market (EEM), Lodz, Poland, 2018

[Journal]
Christopher Ripp, Florian Steinke:
Modeling Time-dependent CO_2 Intensities in Multi-modal Energy Systems with Storage.
In: ArXiv e-prints , 2018

[Conference]
Florian Steinke, Christopher Ripp:
CO2 reduzieren mit Power-to-Heat: Woher weiß ich wann?.
In: 4. Dialogplattform Power-to-Heat (VDE), Berlin, Deutschland, 2018

[Conference]
S. Ackermann, M. Buhl, M. Lindner, F. Steinke:
A Novel Algorithm for the Fast and AccurateQuantile Computation in Probabilistic Power Flow.
In: PESGM'18- IEEE Power & Energy Society General Meeting, Portland, USA, 2018

[Conference]
Johannes Börner, Florian Steinke:
Distributed Secondary Frequency Control via Price Consensus.
In: 8th IEEE PES Innovative Smart Grid Technologies Europe, Sarajevo, Bosnia and Herzegovina, 2018