Solving AC Power Flow with Graph Neural Networks under Realistic Constraints

14 April 2022

Papers citing "Solving AC Power Flow with Graph Neural Networks under Realistic Constraints"

5 / 5 papers shown

Title
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability Hinrikus Wolf Luis Bottcher Sarra Bouchkati Philipp Lutat Jens Breitung ... Viktor Todosijević Jan Schiefelbein-Lach Oliver Pohl Andreas Ulbig Martin Grohe 18 0 0 06 May 2024
PowerGraph: A power grid benchmark dataset for graph neural networks Anna Varbella Kenza Amara B. Gjorgiev Mennatallah El-Assady G. Sansavini 23 7 0 05 Feb 2024
Power Flow Analysis Using Deep Neural Networks in Three-Phase Unbalanced Smart Distribution Grids Deepak Tiwari Mehdi Jabbari Zideh Veeru Talreja Vishal Verma S. K. Solanki J. Solanki 33 9 0 15 Jan 2024
Physics-Guided Graph Neural Networks for Real-time AC/DC Power Flow Analysis Meiying Yang Gao Qiu Yonghuang Wu Junyong Liu Nina Dai Yue Shui Kai Liu Lijie Ding AI4CE 14 1 0 29 Apr 2023
Physics-Guided Deep Neural Networks for Power Flow Analysis Xinyue Hu Haoji Hu Saurabh Verma Zhi-Li Zhang 126 123 0 31 Jan 2020