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Johanna Vorwerk

Observed name: Vorwerk, Johanna
ORCID: 0000-0001-6103-9978
Observed ORCID: 0000-0001-6103-9978
OpenAlex ID: A5022854103
Stability Analysis of Converter Control Modes in Low-Inertia Power Systems
2018 · Uros Markovic, Johanna Vorwerk, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 40
Physics-informed machine learning for power system dynamics: A framework incorporating trustworthiness
2025 · Petros Ellinas, Ioannis Karampinis, et al. · Sustainable Energy Grids and Networks · 13
Modelling of variable‐speed refrigeration for fast‐frequency control in low‐inertia systems
2020 · Johanna Vorwerk, Uros Markovic, et al. · IET Smart Grid · 11
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Comparing the Damping Capabilities of different Fast-Frequency Controlled Demand Technologies
2021 · Johanna Vorwerk, Uros Markovic, et al. · IEEE PowerTech Conference · 5
Quantifying the uncertainty imposed by inaccurate modeling of active distribution grids
2022 · Johanna Vorwerk, Uros Markovic, et al. · Electric Power Systems Research · 4
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Using Quantile Forecasts for Dynamic Equivalents of Active Distribution Grids under Uncertainty
2022 · Vorwerk, Johanna, Zufferey, Thierry, et al. · Repository for Publications and Research Data (ETH Zurich) · 4
Fast Demand Response with Variable Speed Thermal Loads - Towards Universal Modeling for Stability Assessment
2021 · Johanna Vorwerk, Uros Markovic, et al. · North American Power Symposium (NAPS) · 4
A dataset generation toolbox for dynamic security assessment: On the role of the security boundary
2025 · Bastien Giraud, Lola Charles, et al. · Sustainable Energy Grids and Networks · 3
Analytical Discussion on Dynamics of Inverter-Based Resources under Small-Signal Conditions
2023 · Johanna Vorwerk, Mehdi Ghazavi Dozein, et al. · 3
Employing Imbalance Forecasts to Proactively Counteract Deterministic Frequency Deviations
2023 · Julie Rousseau, Johanna Vorwerk, et al. · 2
Hierarchical coordination scheme for voltage-aware fast frequency provision with flexible loads
2024 · Johanna Vorwerk, Carlo Tajoli, et al. · Electric Power Systems Research · 1
Embedding Neural Surrogates into Established Dynamic Power System Simulators
2026 · Gelfort, Bruno, Karampinis, Ioannis, et al. · eScholarship (California Digital Library)
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Safety Screening for Voltage Control in Active Distribution Grids via Distributionally Robust Conformal Screening
2026 · Bouchkati, Sarra, Ellinas, Petros, et al. · arXiv (Cornell University)
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RAPTOR: RAndom-projection Physics-informed Transient sOlveR
2026 · Ellinas, Petros, Vilmann, Benjamin, et al. · arXiv (Cornell University)
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Multi-Objective Deep Reinforcement Learning for Secure and Stable Power System Operation
2026 · Papadopoulos, Ioannis, Tsaousoglou, Georgios, et al. · arXiv (Cornell University)
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Tools to Explain Neural Networks for Power System Dynamics
2026 · Ellinas, Petros, Vorwerk, Johanna, et al. · arXiv (Cornell University)
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Neural operators for power systems: A physics-informed framework for modeling power system components
2026 · Ioannis Karampinis, Petros Ellinas, et al. · Electric Power Systems Research
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Verification and Validation of Physics-Informed Surrogate Component Models for Dynamic Power-System Simulation
2026 · Ellinas, Petros, Chaudhuri, Indrajit, et al. · arXiv (Cornell University)
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Neural Operators for Power Systems: A Physics-Informed Framework for Modeling Power System Components
2025 · Karampinis, Ioannis, Ellinas, Petros, et al. · arXiv (Cornell University)
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AI-EFFECT D1.1: Design of AI-EFFECT Use Cases and Outputs
2025 · Bannmüller, Paul, Silva, Carlos, et al. · Zenodo (CERN European Organization for Nuclear Research)
Electrifying thermal loads vs. installing batteries: A case study on fast frequency resource potentials of the Victorian power system
2024 · Johanna Vorwerk, Isam Saedi, et al. · Electric Power Systems Research
Determining a Robust Lower Bound on Voltage Magnitudes to Enhance Voltage Stability
2023 · Katharina Kaiser, Johanna Vorwerk, et al.
Works count: 24
Citation count: 90
H-index: 4
I10-index: 3
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