Andreas Venzke

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Computationally Tractable

Optimal Power Flow

Top Venues

IEEE Trans. Smart Grid

Publications

Rahul Nellikkath, Andreas Venzke, Mohammad Kazem Bakhshizadeh, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment. CoRR (2023)
Andreas Venzke, Spyros Chatzivasileiadis
Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications. IEEE Trans. Smart Grid 12 (1) (2021)
Tianyu Zhao, Xiang Pan, Minghua Chen, Andreas Venzke, Steven H. Low
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility. SmartGridComm (2020)
Andreas Venzke, Guannan Qu, Steven H. Low, Spyros Chatzivasileiadis
Learning Optimal Power Flow: Worst-Case Guarantees for Neural Networks. CoRR (2020)
Andreas Venzke, Daniel Timon Viola, Jeanne Mermet-Guyennet, George S. Misyris, Spyros Chatzivasileiadis
Neural Networks for Encoding Dynamic Security-Constrained Optimal Power Flow to Mixed-Integer Linear Programs. CoRR (2020)
Lucien Bobo, Andreas Venzke, Spyros Chatzivasileiadis
Second-Order Cone Relaxations of the Optimal Power Flow for Active Distribution Grids. CoRR (2020)
Andreas Venzke, Guannan Qu, Steven H. Low, Spyros Chatzivasileiadis
Learning Optimal Power Flow: Worst-Case Guarantees for Neural Networks. SmartGridComm (2020)
Tianyu Zhao, Xiang Pan, Minghua Chen, Andreas Venzke, Steven H. Low
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility. CoRR (2020)
Andreas Venzke, Spyros Chatzivasileiadis
Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications. CoRR (2019)
George S. Misyris, Andreas Venzke, Spyros Chatzivasileiadis
Physics-Informed Neural Networks for Power Systems. CoRR (2019)
Andreas Venzke, Daniel K. Molzahn, Spyros Chatzivasileiadis
Efficient Creation of Datasets for Data-Driven Power System Applications. CoRR (2019)
Florian Thams, Andreas Venzke, Robert Eriksson, Spyros Chatzivasileiadis
Efficient Database Generation for Data-driven Security Assessment of Power Systems. CoRR (2018)
Andreas Venzke, Lejla Halilbasic, Adelie Barre, Line Roald, Spyros Chatzivasileiadis
Chance-Constrained AC Optimal Power Flow Integrating HVDC Lines and Controllability. CoRR (2018)
Andreas Venzke, Spyros Chatzivasileiadis
Convex Relaxations of Probabilistic AC Optimal Power Flow for Interconnected AC and HVDC Grids. CoRR (2018)
Andreas Venzke, Lejla Halilbasic, Uros Markovic, Gabriela Hug, Spyros Chatzivasileiadis
Convex Relaxations of Chance Constrained AC Optimal Power Flow. CoRR (2017)