Deep Statistical Solver for Distribution System State Estimation

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Deep Statistical Solver for Distribution System State Estimation

4 January 2023

Elvin Isufi

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Papers citing "Deep Statistical Solver for Distribution System State Estimation"

12 / 12 papers shown

Title
Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural Networks O. Kundacina M. Cosovic D. Mišković D. Vukobratović 52 4 0 23 Jul 2022
State Estimation in Electric Power Systems Leveraging Graph Neural Networks O. Kundacina M. Cosovic D. Vukobratović 45 23 0 11 Jan 2022
Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids Martin Ringsquandl Houssem Sellami Marcel Hildebrandt Dagmar Beyer S. Henselmeyer Sebastian Weber Mitchell Joblin AI4CE 31 18 0 08 Sep 2021
Stability of Graph Convolutional Neural Networks to Stochastic Perturbations Zhangyang Gao Elvin Isufi Alejandro Ribeiro GNN 56 25 0 19 Jun 2021
A Review of Graph Neural Networks and Their Applications in Power Systems Wenlong Liao B. Bak‐Jensen J. Pillai Yuelong Wang Yusen Wang GNN AI4CE 99 225 0 25 Jan 2021
A Unified View on Graph Neural Networks as Graph Signal Denoising Yao Ma Xiaorui Liu Tong Zhao Yozen Liu Jiliang Tang Neil Shah AI4CE 116 177 0 05 Oct 2020
Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks Fernando Gama Elvin Isufi G. Leus Alejandro Ribeiro GNN 120 156 0 08 Mar 2020
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 95 235 0 11 May 2019
Real-time Power System State Estimation and Forecasting via Deep Neural Networks Liang Zhang G. Wang G. Giannakis AI4TS 80 186 0 15 Nov 2018
Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning Kursat Rasim Mestav Jaime Luengo-Rozas L. Tong BDL 75 138 0 07 Nov 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 771 3,132 0 04 Jun 2018
Distributed Robust Power System State Estimation V. Kekatos G. Giannakis 95 473 0 04 Apr 2012