Spyros Chatzivasileiadis

IEEE Trans. Smart Grid, September, 2024

Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources.

[BibT_eX]

[DOI]

Sarthak Gupta

Vassilis Kekatos

IEEE Trans. Smart Grid, January, 2024

Dual Pricing to Prioritize Renewable Energy and Consumer Preferences in Electricity Markets.

[BibT_eX]

[DOI]

Emilie Jong

Shie Mannor

CoRR, 2024

Scalable Exact Verification of Optimization Proxies for Large-Scale Optimal Power Flow.

[BibT_eX]

[DOI]

Mathieu Tanneau

Pascal Van Hentenryck

CoRR, 2024

Integrating Physics-Informed Neural Networks into Power System Dynamic Simulations.

[BibT_eX]

[DOI]

Ignasi Ventura Nadal

CoRR, 2024

A hybrid Quantum-Classical Algorithm for Mixed-Integer Optimization in Power Systems.

[BibT_eX]

[DOI]

Petros Ellinas

CoRR, 2024

Bayesian Physics-informed Neural Networks for System Identification of Inverter-dominated Power Systems.

[BibT_eX]

[DOI]

Simon Stock

Davood Babazadeh

Christian Becker

CoRR, 2024

Correctness Verification of Neural Networks Approximating Differential Equations.

[BibT_eX]

[DOI]

CoRR, 2024

Error estimation for physics-informed neural networks with implicit Runge-Kutta methods.

[BibT_eX]

[DOI]

CoRR, 2024

GPU-Accelerated Verification of Machine Learning Models for Power Systems.

[BibT_eX]

[DOI]

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Deep Learning for Scalable Optimal Design of Incremental Volt/VAR Control Rules.

[BibT_eX]

[DOI]

Sarthak Gupta

Ali Mehrizi-Sani

Vassilis Kekatos

IEEE Control. Syst. Lett., 2023

Topology-Aware Neural Networks for Fast Contingency Analysis of Power Systems.

[BibT_eX]

[DOI]

Agnes M. Nakiganda

Catherine Cheylan

CoRR, 2023

Stochastic Quantum Power Flow for Risk Assessment in Power Systems.

[BibT_eX]

[DOI]

Brynjar Sævarsson

Hjörtur Jóhannsson

CoRR, 2023

Quantum Amplitude Estimation for Probabilistic Methods in Power Systems.

[BibT_eX]

[DOI]

Emilie Jong

Brynjar Sævarsson

Hjörtur Jóhannsson

CoRR, 2023

Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees.

[BibT_eX]

[DOI]

CoRR, 2023

Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment.

[BibT_eX]

[DOI]

Mohammad Kazem Bakhshizadeh

CoRR, 2023

Solving Differential-Algebraic Equations in Power Systems Dynamics with Neural Networks and Spatial Decomposition.

[BibT_eX]

[DOI]

Baosen Zhang

CoRR, 2023

Physics-Informed Neural Networks for Time-Domain Simulations: Accuracy, Computational Cost, and Flexibility.

[BibT_eX]

[DOI]

CoRR, 2023

Emission-Constrained Optimization of Gas Networks: Input-Convex Neural Network Approach.

[BibT_eX]

[DOI]

Vladimir Dvorkin

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Minimizing Worst-Case Violations of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Global Performance Guarantees for Neural Network Models of AC Power Flow.

[BibT_eX]

[DOI]

CoRR, 2022

Emission-Aware Optimization of Gas Networks: Input-Convex Neural Network Approach.

[BibT_eX]

[DOI]

Vladimir Dvorkin

CoRR, 2022

Interpretable Machine Learning for Power Systems: Establishing Confidence in SHapley Additive exPlanations.

[BibT_eX]

[DOI]

Panagiotis N. Papadopoulos

CoRR, 2022

A Novel Decentralized Inverter Control Algorithm for Loss Minimization and LVRT Improvement.

[BibT_eX]

[DOI]

Mirle Vishwanath Gururaj

Vemalaiah Kasi

Garima Prashal

Narayana Prasad Padhy

CoRR, 2022

Quantum Computing for Power Flow Algorithms: Testing on real Quantum Computers.

[BibT_eX]

[DOI]

Brynjar Sævarsson

Hjörtur Jóhannsson

Jacob Østergaard

CoRR, 2022

Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Reliability-Aware Probabilistic Reserve Procurement.

[BibT_eX]

[DOI]

Lars Herre

Pierre Pinson

CoRR, 2021

Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment.

[BibT_eX]

[DOI]

Alyssa Kody

Daniel K. Molzahn

CoRR, 2021

Auction-Based vs Continuous Clearing in Local Flexibility Markets with Block Bids.

[BibT_eX]

[DOI]

Alicia Alarcón Cobacho

Eléa Prat

Daniel Vázquez Pombo

CoRR, 2021

Network-Aware Flexibility Requests for Distribution-Level Flexibility Markets.

[BibT_eX]

[DOI]

CoRR, 2021

Physics-Informed Neural Networks for AC Optimal Power Flow.

[BibT_eX]

[DOI]

CoRR, 2021

Transient Stability Analysis with Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

Georgios S. Misyris

CoRR, 2021

Contracting Neural-Newton Solver.

[BibT_eX]

[DOI]

CoRR, 2021

Learning without Data: Physics-Informed Neural Networks for Fast Time-Domain Simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2021

Physics-Informed Neural Networks for Minimising Worst-Case Violations in DC Optimal Power Flow.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2021

Neural network interpretability for forecasting of aggregated renewable generation.

[BibT_eX]

[DOI]

Yucun Lu

Proceedings of the IEEE International Conference on Communications, 2021

Capturing Power System Dynamics by Physics-Informed Neural Networks and Optimization.

[BibT_eX]

[DOI]

Georgios S. Misyris

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Towards Optimal Coordination between Regional Groups: HVDC Supplementary Power Control.

[BibT_eX]

[DOI]

CoRR, 2020

Zero-inertia Offshore Grids: N-1 Security and Active Power Sharing.

[BibT_eX]

[DOI]

Georgios S. Misyris

Andrea Tosatto

CoRR, 2020

Decentralized Model-free Loss Minimization in Distribution Grids with the Use of Inverters.

[BibT_eX]

[DOI]

CoRR, 2020

Extended mathematical derivations for the decentralized loss minimization algorithm with the use of inverters.

[BibT_eX]

[DOI]

CoRR, 2020

North Sea Wind Power Hub: System Configurations, Grid Implementation and Techno-economic Assessment.

[BibT_eX]

[DOI]

CoRR, 2020

Market Integration of HVDC Lines: Cost Savings from Loss Allocation and Redispatching.

[BibT_eX]

[DOI]

CoRR, 2020

Physics-Informed Neural Networks for Non-linear System Identification applied to Power System Dynamics.

[BibT_eX]

[DOI]

CoRR, 2020

Identifying DC Faults in HVDC-VSC Systems for Integrating Large Offshore Wind - A Localized Protection Scheme.

[BibT_eX]

[DOI]

Vaibhav Nougain

Sukumar Mishra

CoRR, 2020

Neural Networks for Encoding Dynamic Security-Constrained Optimal Power Flow to Mixed-Integer Linear Programs.

[BibT_eX]

[DOI]

Daniel Timon Viola

Jeanne Mermet-Guyennet

CoRR, 2020

Zero-inertia Systems: Sufficient Conditions for Phasor Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

Second-Order Cone Relaxations of the Optimal Power Flow for Active Distribution Grids.

[BibT_eX]

[DOI]

Lucien Bobo

CoRR, 2020

Sharing Reserves through HVDC: Potential Cost Savings in the Nordic Countries.

[BibT_eX]

[DOI]

Matas Dijokas

Andrea Tosatto

Robert Eriksson

CoRR, 2020

Learning Optimal Power Flow: Worst-Case Guarantees for Neural Networks.

[BibT_eX]

[DOI]

Guannan Qu

Steven H. Low

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Physics-Informed Neural Networks for Power Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Creation of Datasets for Data-Driven Power System Applications.

[BibT_eX]

[DOI]

Daniel K. Molzahn

José-María Hidalgo-Arteaga

CoRR, 2019

Deep Learning for Power System Security Assessment.

[BibT_eX]

[DOI]

Fiodar Hancharou

Florian Thams

CoRR, 2019

2018

Lecture Notes on Optimal Power Flow (OPF).

[BibT_eX]

[DOI]

CoRR, 2018

Chance-Constrained AC Optimal Power Flow Integrating HVDC Lines and Controllability.

[BibT_eX]

[DOI]

CoRR, 2018

Efficient Database Generation for Data-driven Security Assessment of Power Systems.

[BibT_eX]

[DOI]

Florian Thams

Robert Eriksson

CoRR, 2018

Convex Relaxations and Approximations of Chance-Constrained AC-OPF Problems.

[BibT_eX]

[DOI]

Lejla Halilbasic

Pierre Pinson

CoRR, 2018

Convex Relaxations of Probabilistic AC Optimal Power Flow for Interconnected AC and HVDC Grids.

[BibT_eX]

[DOI]

CoRR, 2018

Robust Frequency Control for Varying Inertia Power Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

2017

Structural Emergency Control Paradigm.

[BibT_eX]

[DOI]

Thanh Long Vu

Hsiao-Dong Chiang

Konstantin S. Turitsyn

IEEE J. Emerg. Sel. Topics Circuits Syst., 2017

Convex Relaxations of Chance Constrained AC Optimal Power Flow.

[BibT_eX]

[DOI]

CoRR, 2017

DC voltage droop control structures and its impact on the interaction modes in interconnected AC-HVDC systems.

[BibT_eX]

[DOI]

Florian Thams

Robert Eriksson

Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017

Structural emergency control for power grids.

[BibT_eX]

[DOI]

Thanh Long Vu

Hsiao-Dong Chiang

Konstantin S. Turitsyn

Proceedings of the 2017 American Control Conference, 2017

2016

Cyber-Physical Modeling of Distributed Resources for Distribution System Operations.

[BibT_eX]

[DOI]

Proc. IEEE, 2016

Hardware-in-the-Loop co-simulation of distribution Grid for demand response.

[BibT_eX]

[DOI]

Sergi Rotger-Griful

Rune Hylsberg Jacobsen

Emma M. Stewart

Javier Matanza Domingo

Michael Wetter

Proceedings of the Power Systems Computation Conference, 2016

Towards electronics-based emergency control in power grids with high renewable penetration.

[BibT_eX]

[DOI]

Thanh Long Vu

Konstantin S. Turitsyn

Proceedings of the 2016 American Control Conference, 2016

2015

A Fully Controllable Power System - Concept for FACTS and HVDC Placement.

[BibT_eX]

[DOI]

CoRR, 2015

Cyber physical modeling of distributed resources for distribution system operations.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Managing Flexibility in Multi-Area Power Systems.

[BibT_eX]

[DOI]

Matthias Bucher

CoRR, 2014

Security constrained OPF incorporating corrective control of HVDC.

[BibT_eX]

[DOI]

Proceedings of the 2014 Power Systems Computation Conference, 2014

2013

Probabilistic security-constrained optimal power flow including the controllability of HVDC lines.

[BibT_eX]

[DOI]

Maria Vrakopoulou

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Predictive control for real-time frequency regulation and rotational inertia provision in power systems.

[BibT_eX]

[DOI]

Andreas Ulbig

Tobias Rinke

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

The Global Grid

[BibT_eX]

[DOI]

Damien Ernst