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Jochen Lorenz Cremer

Delft University of Technology

SCHOLARLY PAPERS

9

DOWNLOADS

561

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Towards Generalization of Graph Neural Networks for AC Optimal Power Flow

Number of pages: 10 Posted: 11 May 2026
Ola Arowolo and Jochen Lorenz Cremer
Delft University of Technology and Delft University of Technology
Downloads 113 (674,591)

Abstract:

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Graph Neural Network, Generalization, Machine Learning, Optimal Power Flow, Topology

2.

Power System Frequency Monitoring and Emergency Control with Neural Ordinary Differential Equations

Number of pages: 34 Posted: 16 Dec 2024
Mert Karacelebi and Jochen Lorenz Cremer
Delft University of Technology and Delft University of Technology
Downloads 89 (753,595)

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Neural Ordinary Differential Equations, Frequency Stability, Collocation Method, Irregular sampling, Emergency control

3.

Split-Based Sequential Sampling for Realtime Security Assessment

Number of pages: 33 Posted: 17 Mar 2022
Al-Amin Bashir Bugaje, Jochen Lorenz Cremer and Goran Strbac
affiliation not provided to SSRN, Delft University of Technology and Imperial College London
Downloads 69 (883,195)

Abstract:

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Sampling, Database Generation, Security Assessment, Machine Learning, Power System Operation

Configure-and-Bound: A fast heuristic for network topology reconfiguration

Number of pages: 17 Posted: 19 Sep 2025
Basel Morsy, Jochen Stiasny, Adolfo Anta and Jochen Lorenz Cremer
Austrian Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and Delft University of Technology
Downloads 35 (1,281,607)

Abstract:

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Congestion management - MILPs - Heuristics - Bus-bar splitting

Configure-and-Bound: A fast heuristic for network topology reconfiguration

Number of pages: 17 Posted: 19 Sep 2025
Basel Morsy, Jochen Stiasny, Adolfo Anta and Jochen Lorenz Cremer
Austrian Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and Delft University of Technology
Downloads 29 (1,371,100)

Abstract:

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Congestion management - MILPs - Heuristics - Bus-bar splitting

5.

Towards Low-Inertia Power Systems: An overview of Monitoring Technology, Challenges and Emerging Solutions

Number of pages: 31 Posted: 03 Feb 2026 Last Revised: 18 Jun 2026
ZHAW Zurich University of Applied Sciences, Tianjin University, affiliation not provided to SSRN, Zurich University of Applied Sciences, Swiss Federal Laboratories for Material Science and Technology (EMPA), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Uppsala University, affiliation not provided to SSRN, Delft University of Technology, The University of Manchester, affiliation not provided to SSRN, Delft University of Technology, affiliation not provided to SSRN, Aalto University, University of Connecticut, affiliation not provided to SSRN, Kyoto University, University of Connecticut, Shandong University, McGill University, Delft University of Technology, University of Connecticut, affiliation not provided to SSRN and Delft University of Technology
Downloads 63 (970,490)

Abstract:

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data analytics, low intertia, power systems, synchrophasors, measurements, WAMS

6.

Corrective Soft Bus-Bar Splitting for Reliable Operation of Hybrid Ac/Dc Grids

Number of pages: 18 Posted: 07 Feb 2025
Basel Morsy, Matthew Deakin, Adolfo Anta and Jochen Lorenz Cremer
Austrian Institute of Technology, Newcastle University, affiliation not provided to SSRN and Delft University of Technology
Downloads 59 (970,490)

Abstract:

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Hybrid AC/DC grids, Network topology reconfiguration, Corrective switching, Congestion management

7.

Online Neural Dynamics Forecasting for Power System Security

Number of pages: 33 Posted: 23 Jul 2024
Mert Karacelebi and Jochen Lorenz Cremer
Delft University of Technology and Delft University of Technology
Downloads 45 (1,121,190)

Abstract:

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Power System DynamicsNeural Ordinary Differential EquationsPower System MonitoringPower System Dynamic SecurityPower System Faults

8.

Probabilistic Contingency Ranking for Cascading Failures in Power Systems

Number of pages: 33 Posted: 13 Sep 2025
Ananth Rajagopal, Mert Karacelebi and Jochen Lorenz Cremer
affiliation not provided to SSRN, Delft University of Technology and Delft University of Technology
Downloads 44 (1,133,231)

Abstract:

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Cascade Risk Ranking, Contingency Motifs, Dynamic Security

9.

Sequential Contingency Finder for Power System Security Tasks

Number of pages: 36 Posted: 25 May 2026
Mert Karacelebi and Jochen Lorenz Cremer
affiliation not provided to SSRN and Delft University of Technology
Downloads 15 (1,518,554)

Abstract:

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Reinforcement-Learning, Power System Dynamic Security, Security-constrained Optimal Power Flow, N-k Contingency Screening