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Topology-aware Graph Neural Networks for Learning Feasible and Adaptive
  ac-OPF Solutions

Topology-aware Graph Neural Networks for Learning Feasible and Adaptive ac-OPF Solutions

16 May 2022
Shaohui Liu
Chengyang Wu
Hao Zhu
ArXivPDFHTML

Papers citing "Topology-aware Graph Neural Networks for Learning Feasible and Adaptive ac-OPF Solutions"

4 / 4 papers shown
Title
Machine Learning for Scalable and Optimal Load Shedding Under Power System Contingency
Machine Learning for Scalable and Optimal Load Shedding Under Power System Contingency
Yuqi Zhou
Hao Zhu
16
1
0
09 May 2024
DNN-based Policies for Stochastic AC OPF
DNN-based Policies for Stochastic AC OPF
Sarthak Gupta
Sidhant Misra
Deepjyoti Deka
V. Kekatos
27
13
0
04 Dec 2021
Modeling the AC Power Flow Equations with Optimally Compact Neural
  Networks: Application to Unit Commitment
Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment
Alyssa Kody
Samuel C. Chevalier
Spyros Chatzivasileiadis
Daniel Molzahn
51
37
0
21 Oct 2021
Spatial Network Decomposition for Fast and Scalable AC-OPF Learning
Spatial Network Decomposition for Fast and Scalable AC-OPF Learning
Minas Chatzos
Terrence W.K. Mak
Pascal Van Hentenryck
AI4CE
35
38
0
17 Jan 2021
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