Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications
Venzke, Andreas, Chatzivasileiadis, Spyros
Published in IEEE transactions on smart grid (01.01.2021)
Published in IEEE transactions on smart grid (01.01.2021)
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Journal Article
Convex Relaxations of Probabilistic AC Optimal Power Flow for Interconnected AC and HVDC Grids
Venzke, Andreas, Chatzivasileiadis, Spyros
Published in IEEE transactions on power systems (01.07.2019)
Published in IEEE transactions on power systems (01.07.2019)
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Journal Article
Efficient Database Generation for Data-Driven Security Assessment of Power Systems
Thams, Florian, Venzke, Andreas, Eriksson, Robert, Chatzivasileiadis, Spyros
Published in IEEE transactions on power systems (01.01.2020)
Published in IEEE transactions on power systems (01.01.2020)
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Journal Article
Convex Relaxations of Chance Constrained AC Optimal Power Flow
Venzke, Andreas, Halilbasic, Lejla, Markovic, Uros, Hug, Gabriela, Chatzivasileiadis, Spyros
Published in IEEE transactions on power systems (01.05.2018)
Published in IEEE transactions on power systems (01.05.2018)
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Journal Article
Inexact convex relaxations for AC optimal power flow: Towards AC feasibility
Venzke, Andreas, Chatzivasileiadis, Spyros, Molzahn, Daniel K.
Published in Electric power systems research (01.10.2020)
Published in Electric power systems research (01.10.2020)
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Journal Article
Efficient creation of datasets for data-driven power system applications
Venzke, Andreas, Molzahn, Daniel K., Chatzivasileiadis, Spyros
Published in Electric power systems research (01.01.2021)
Published in Electric power systems research (01.01.2021)
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Journal Article
Inexact convex relaxations for AC optimal power flow: Towards AC feasibility
Venzke, Andreas, Chatzivasileiadis, Spyros, Molzahn, Daniel K.
Published in Electric power systems research (23.06.2020)
Get full text
Published in Electric power systems research (23.06.2020)
Journal Article
Convex Relaxations of Probabilistic AC Optimal Power Flow for Interconnected AC and HVDC Grids
Venzke, Andreas, Chatzivasileiadis, Spyros
Published in 2020 IEEE Power & Energy Society General Meeting (PESGM) (02.08.2020)
Published in 2020 IEEE Power & Energy Society General Meeting (PESGM) (02.08.2020)
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Conference Proceeding
Convex Relaxations of Chance Constrained AC Optimal Power Flow
Venzke, Andreas, Halilbasic, Lejla, Markovic, Uros, Hug, Gabriela, Chatzivasileiadis, Spyros
Published in 2018 IEEE Power & Energy Society General Meeting (PESGM) (01.08.2018)
Published in 2018 IEEE Power & Energy Society General Meeting (PESGM) (01.08.2018)
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Conference Proceeding
Learning Optimal Power Flow: Worst-Case Guarantees for Neural Networks
Venzke, Andreas, Qu, Guannan, Low, Steven, Chatzivasileiadis, Spyros
Published in 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (11.11.2020)
Published in 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (11.11.2020)
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Conference Proceeding
Convex Relaxations of Security Constrained AC Optimal Power Flow Under Uncertainty
Venzke, Andreas, Chatzivasileiadis, Spyros
Published in 2018 Power Systems Computation Conference (PSCC) (01.06.2018)
Published in 2018 Power Systems Computation Conference (PSCC) (01.06.2018)
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Conference Proceeding
Data-driven Security-Constrained AC-OPF for Operations and Markets
Halilbasic, Lejla, Thams, Florian, Venzke, Andreas, Chatzivasileiadis, Spyros, Pinson, Pierre
Published in 2018 Power Systems Computation Conference (PSCC) (01.06.2018)
Published in 2018 Power Systems Computation Conference (PSCC) (01.06.2018)
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Conference Proceeding
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility
Zhao, Tianyu, Pan, Xiang, Chen, Minghua, Venzke, Andreas, Low, Steven H.
Published in 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (11.11.2020)
Published in 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (11.11.2020)
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Conference Proceeding