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Publications per year
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2024
A hybrid quantum-classical algorithm for mixed-integer optimization in power systems
Ellinas, P., Chevalier, S. & Chatzivasileiadis, S., 2024, Proceedings of the 23rd Power Systems Computation Conference (PSCC 2024). Hug, G. & Milano, F. (eds.). Elsevier, 7 p. 110835. (Electric Power Systems Research, Vol. 235).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A hybrid Quantum-Classical Algorithm for Mixed-Integer Optimization in Power Systems
Ellinas, P., Chevalier, S. & Chatzivasileiadis, S., 2024. 8 p.Research output: Contribution to conference › Paper › Research › peer-review
Open AccessFile53 Downloads (Pure) -
Bayesian Physics-informed Neural Networks for system identification of inverter-dominated power systems
Stock, S., Babazadeh, D., Becker, C. & Chatzivasileiadis, S., 2024, In: Electric Power Systems Research. 235, 10 p., 110860.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile13 Downloads (Pure) -
Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems
Stiasny, J., Chevalier, S., Nellikkath, R., Sævarsson, B. & Chatzivasileiadis, S., 2024, (Accepted/In press) Proceedings of 11th Bulk Power Systems Dynamics and Control Symposium (IREP 2022). 21 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Emission-Constrained Optimization of Gas Networks: Input-Convex Neural Network Approach
Dvorkin, V., Chevalier, S. & Chatzivasileiadis, S., 2024, Proceedings of 2023 62nd IEEE Conference on Decision and Control (CDC). IEEE, p. 1575-1579 5 p. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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GPU-Accelerated Verification of Machine Learning Models for Power Systems
Chevalier, S., Murzakhanov, I. & Chatzivasileiadis, S., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences . IEEE, p. 3160-3169 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Network-Aware Flexibility Requests for Distribution-Level Flexibility Markets
Prat, E., Dukovska, I., Nellikkath, R., Thoma, M., Herre, L. & Chatzivasileiadis, S., 2024, (Accepted/In press) In: IEEE Transactions on Power Systems. 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile55 Downloads (Pure) -
Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources
Murzakhanov, I., Gupta, S., Chatzivasileiadis, S. & Kekatos, V., 2024, In: IEEE Transactions on Smart Grid. 15, 1, p. 312-323 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile158 Downloads (Pure) -
Optimal Design of Volt/VAR Control Rules of Inverters using Deep Learning
Gupta, S., Kekatos, V. & Chatzivasileiadis, S., 2024, In: IEEE Transactions on Smart Grid. 15, 5, p. 4731-4743Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile48 Downloads (Pure) -
Physics–informed neural networks for phase locked loop transient stability assessment
Nellikkath, R., Murzakhanov, I., Chatzivasileiadis, S., Venzke, A. & Bakhshizadeh, M. K., 2024, Proceedings of the 23rd Power Systems Computation Conference (PSCC 2024). Hug, G. & Milano, F. (eds.). Elsevier, 7 p. 110790. (Electric Power Systems Research, Vol. 236).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile12 Downloads (Pure) -
PINNSim: A simulator for power system dynamics based on Physics-Informed Neural Networks
Stiasny, J., Zhang, B. & Chatzivasileiadis, S., 2024, In: Electric Power Systems Research. 235, 8 p., 110796.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Downloads (Pure) -
Quantum Computing for Power Flow Algorithms: Testing on real Quantum Computers
Sævarsson, B., Chatzivasileiadis, S., Jóhannsson, H. & Østergaard, J., 2024, (Accepted/In press) Proceedings of 11th Bulk Power Systems Dynamics and Control Symposium (IREP 2022). 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile333 Downloads (Pure) -
2023
A novel decentralized inverter control algorithm for loss minimization and LVRT improvement
Murzakhanov, I., Vishwanath, G. M., Vemalaiah, K., Prashal, G., Chatzivasileiadis, S. & Padhy, N. P., 2023, In: Electric Power Systems Research. 221, 11 p., 109433.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile52 Downloads (Pure) -
Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems
Stock, S., Stiasny, J., Babazadeh, D., Becker, C. & Chatzivasileiadis, S., 2023, Proceedings of 2023 IEEE Belgrade PowerTech. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Decentralized model-free loss minimization in distribution grids with the use of inverters
Murzakhanov, I. & Chatzivasileiadis, S., 2023, In: Sustainable Energy, Grids and Networks. 35, 13 p., 101076.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile37 Downloads (Pure) -
Deep Learning for Scalable Optimal Design of Incremental Volt/VAR Control Rules
Gupta, S., Mehrizi-Sani, A., Chatzivasileiadis, S. & Kekatos, V., 2023, In: IEEE Control Systems Letters. 7, p. 1957-1962 6 p.Research output: Contribution to journal › Letter › peer-review
Open AccessFile72 Downloads (Pure) -
Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees
Nellikkath, R. & Chatzivasileiadis, S., 2023, Proceedings of 2023 IEEE Belgrade PowerTech. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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FLEXGRID – A novel smart grid architecture that facilitates high-RES penetration through innovative flexibility markets towards efficient stakeholder interaction
Efthymiopoulos, N., Makris, P., Tsaousoglou, G., Steriotis, K., Vergados, D. J., Khaksari, A., Herre, L., Lacort, V., Martinez, G., Lorente, E. L., Gehrcke, R., Bagherpour, M., Milzer, G., Pellerin, B., Farrukh, F., Thoma, M., Tadin, T., Baka, M. I., Papadimitriou, C. & Kyprianou, A. & 9 others, , 2023, In: Open Research Europe. 1, p. 128 1 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile39 Downloads (Pure) -
Learning Active Constraints to Efficiently Solve Linear Bilevel Problems: Application to the Generator Strategic Bidding Problem
Prat, E. & Chatzivasileiadis, S., 2023, In: IEEE Transactions on Power Systems. 38, 3, p. 2376 - 2387Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile89 Downloads (Pure) -
Micro-flexibility: Challenges for power system modeling and control
Chatzivasileiadis, S., Aristidou, P., Dassios, I., Dragicevic, T., Gebbran, D., Milano, F., Rahmann, C. & Ramasubramanian, D., 2023, In: Electric Power Systems Research. 216, 23 p., 109002.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile130 Downloads (Pure) -
On Machine Learning-Based Techniques for Future Sustainable and Resilient Energy Systems
Wang, J., Pinson, P., Chatzivasileiadis, S., Panteli, M., Strbac, G. & Terzija, V., 2023, In: IEEE Transactions on Sustainable Energy. 14, 2, p. 1230-1243 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile475 Downloads (Pure) -
Physics-informed neural networks for time-domain simulations: Accuracy, computational cost, and flexibility
Stiasny, J. & Chatzivasileiadis, S., 2023, In: Electric Power Systems Research. 224, 10 p., 109748.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile53 Downloads (Pure) -
2022
Machine Learning in Power Systems: Is It Time to Trust It?
Chatzivasileiadis, S., Venzke, A., Stiasny, J. & Misyris, G., 2022, In: IEEE Power & Energy Magazine. 20, 3, p. 32-41Research output: Contribution to journal › Journal article › Research › peer-review
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Modeling the AC power flow equations with optimally compact neural networks: Application to unit commitment
Kody, A., Chevalier, S., Chatzivasileiadis, S. & Molzahn, D., 2022, In: Electric Power Systems Research. 213, 8 p., 108282.Research output: Contribution to journal › Journal article › Research › peer-review
File50 Downloads (Pure) -
Neural Networks for Encoding Dynamic Security-Constrained Optimal Power Flow
Murzakhanov, I., Venzke, A., Misyris, G. S. & Chatzivasileiadis, S., 2022, Proceedings of 11th Bulk Power Systems Dynamics and Control Sympositum 2022 . 8 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile90 Downloads (Pure) -
North Sea Energy Islands: Impact on national markets and grids
Tosatto, A., Beseler, X. M., Østergaard, J., Pinson, P. & Chatzivasileiadis, S., Aug 2022, In: Energy Policy. 167, 21 p., 112907.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile13 Downloads (Pure) -
Physics-Informed Neural Networks for AC Optimal Power Flow
Nellikkath, R. & Chatzivasileiadis, S., Nov 2022, In: Electric Power Systems Research. 212, 7 p., 108412.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile205 Downloads (Pure) -
Reliability-Aware Probabilistic Reserve Procurement
Herre, L. F., Pinson, P. & Chatzivasileiadis, S., 2022, In: Electric Power Systems Research. 212, 8 p., 108345.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile60 Downloads (Pure) -
Zero-inertia Offshore Grids: N-1 Security and Active Power Sharing
Misyris, G., Tosatto, A., Chatzivasileiadis, S. & Weckesser, T., 2022, In: IEEE Transactions on Power Systems. 37, 3, p. 2052 - 2062Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile142 Downloads (Pure) -
2021
Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers
Chevalier, S., Stiasny, J. B. & Chatzivasileiadis, S., 2021, Learning for Dynamics and Control, 7-8 June 2021, The Cloud. Jadbabaie, A., Lygeros, J., Pappas, G. J., Parrilo, P. A., Reicht, B., Tomlin, C. J. & Zeilinger, M. Z. (eds.). p. 1-14 14 p. (Proceedings of Machine Learning Research, Vol. 144).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile89 Downloads (Pure) -
Capturing Power System Dynamics by Physics-Informed Neural Networks and Optimization
Misyris, G. S., Stiasny, J. & Chatzivasileiadis, S., 2021, Proceedings of 60th IEEE Conference on Decision and Control. IEEE, p. 4418-4423Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Design of a Continuous Local Flexibility Market with Network Constraints
Prat, E., Herre, L. F., Kazempour, J. & Chatzivasileiadis, S., 2021, Proceedings of 2021 IEEE PowerTech. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile151 Downloads (Pure) -
Efficient Creation of Datasets for Data-Driven Power System Applications
Venzke, A., Molzahn, D. K. & Chatzivasileiadis, S., 2021, In: Electric Power Systems Research. 190, 9 p., 106614.Research output: Contribution to journal › Conference article › Research › peer-review
Open AccessFile119 Downloads (Pure) -
Grid-forming converters: Sufficient conditions for RMS modeling
Misyris, G. S., Chatzivasileiadis, S. & Weckesser, T., 2021, In: Electric Power Systems Research. 197, 14 p., 107324.Research output: Contribution to journal › Journal article › Research › peer-review
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Guest Editorial: Advanced data-analytics for power system operation, control and enhanced situational awareness
Xu, Y., McArthur, S., Shi, D., Chatzivasileiadis, S., Wang, Z., Feng, X. & Huang, Q., 2021, In: IET Generation, Transmission & Distribution. 14, 24, p. 5699 – 5703Research output: Contribution to journal › Editorial › peer-review
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HVDC loss factors in the Nordic power market
Tosatto, A. & Chatzivasileiadis, S., Jan 2021, In: Electric Power Systems Research. 190, 106710.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile63 Downloads (Pure) -
Learning without Data: Physics-Informed Neural Networks for Fast Time-Domain Simulation
Stiasny, J., Chevalier, S. & Chatzivasileiadis, S., 2021, Proceedings of 2021 Ieee International Conference on Communications, Control, and Computing Technologies for Smart Grids . IEEE, p. 438-443Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Multi-Terminal DC Fault Identification for MMC-HVDC Systems based on Modal Analysis -A Localized Protection Scheme
Nougain, V., Mishra, S., Misyris, G. S., Chatzivasileiadis, S. & Chatzivasileiadis, S., 2021, In: IEEE Journal of Emerging and Selected Topics in Power Electronics. 9, 6, p. 6650 - 6661Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile140 Downloads (Pure) -
Neural network interpretability for forecasting of aggregated renewable generation
Lu, Y., Murzakhanov, I. & Chatzivasileiadis, S., 2021, Proceedings of 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids. IEEE, p. 282-288Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Onshore, offshore or in-turbine electrolysis? Techno-economic overview of alternative integration designs for green hydrogen production into Offshore Wind Power Hubs
Singlitico, A., Østergaard, J. & Chatzivasileiadis, S., 2021, In: Renewable and Sustainable Energy Transition. 1, 14 p., 100005.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1070 Downloads (Pure) -
Physics-Informed Neural Networks for Minimising Worst-Case Violations in DC Optimal Power Flow
Nellikkath, R. & Chatzivasileiadis, S., 2021, Proceedings of 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids. IEEE, p. 419-424Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Physics-Informed Neural Networks for Non-linear System Identification for Power System Dynamics
Stiasny, J., Misyris, G. S. & Chatzivasileiadis, S., 2021, Proceedings of 2021 IEEE Madrid PowerTech. IEEE, 6 p. 9495063Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile299 Downloads (Pure) -
Second-order cone relaxations of the optimal power flow for active distribution grids: Comparison of methods
Bobo, L., Venzke, A. & Chatzivasileiadis, S., May 2021, In: International Journal of Electrical Power and Energy Systems. 127, 9 p., 106625.Research output: Contribution to journal › Journal article › Research › peer-review
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Sharing reserves through HVDC: Potential cost savings in the Nordic countries
Tosatto, A., Dijokas, M., Weckesser, T., Chatzivasileiadis, S. & Eriksson, R., 2021, In: IET Generation Transmission and Distribution. 15, 3, p. 480-494Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile95 Downloads (Pure) -
Towards Optimal Coordination between Regional Groups: HVDC Supplementary Power Control
Tosatto, A., Misyris, G., Junyent-Ferre, A., Teng, F. & Chatzivasileiadis, S., 2021, In: IEEE Transactions on Power Systems. 37, 1, p. 402 - 415Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile121 Downloads (Pure) -
Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications
Venzke, A. & Chatzivasileiadis, S., 2021, In: IEEE Transactions on Smart Grid. 12, 1, p. 383 - 397Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile208 Downloads (Pure) -
2020
Chance-Constrained AC Optimal Power Flow Integrating HVDC Lines and Controllability
Venzke, A., Halilbasic, L., Barré, A., Roald, L. & Chatzivasileiadis, S., 2020, In: International Journal of Electrical Power & Energy Systems. 116, 6 p., 105522.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile156 Downloads (Pure) -
Efficient Database Generation for Data-driven Security Assessment of Power Systems
Thams, F., Venzke, A., Eriksson, R. & Chatzivasileiadis, S., 2020, In: IEEE Transactions on Power Systems. 35, 1, p. 30 - 41Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile245 Downloads (Pure) -
Grid Supporting VSCs in Power Systems with Varying Inertia and Short-Circuit Capacity
Misyris, G., Mermet Guyennet, J. A., Chatzivasileiadis, S. & Weckesser, J. T. G., 2020, Proceedings of IEEE PES PowerTech 2019. IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile856 Downloads (Pure) -
Inexact convex relaxations for AC optimal power flow: Towards AC feasibility
Venzke, A., Chatzivasileiadis, S. & Molzahn, D. K., Oct 2020, In: Electric Power Systems Research. 187, 12 p., 106480.Research output: Contribution to journal › Journal article › Research › peer-review
File56 Downloads (Pure)