Real-time Power System State Estimation and Forecasting via Deep Neural
Networks

Real-time Power System State Estimation and Forecasting via Deep Neural Networks

15 November 2018

Papers citing "Real-time Power System State Estimation and Forecasting via Deep Neural Networks"

15 / 15 papers shown

Title
Contingency Analyses with Warm Starter using Probabilistic Graphical Model Shimiao Li Amritanshu Pandey L. Pileggi AI4CE 34 2 0 10 Apr 2023
Scalability and Sample Efficiency Analysis of Graph Neural Networks for Power System State Estimation O. Kundacina Gorana Gojić M. Cosovic D. Mišković D. Vukobratović 24 1 0 28 Feb 2023
Deep Statistical Solver for Distribution System State Estimation Benjamin Habib Elvin Isufi Ward van Breda A. Jongepier J. Cremer 26 18 0 04 Jan 2023
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks O. Kundacina M. Forcan M. Cosovic Darijo Raca Merim Dzaferagic D. Mišković M. Maksimovic D. Vukobratović 31 5 0 22 Jul 2022
Robust stabilization of polytopic systems via fast and reliable neural network-based approximations F. Fabiani Paul Goulart 19 5 0 27 Apr 2022
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network Peiyuan Sun L. Huo Siyuan Liang Xin Chen 27 7 0 23 Jan 2022
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling An Liu Rui Yang Tony Q.S. Quek Min-Jian Zhao 20 12 0 05 May 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 40 225 0 23 Mar 2021
Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems Laurent Pagnier Michael Chertkov 42 49 0 12 Feb 2021
Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey Praveen Kumar Viet Quoc Pham Madhusanka Liyanage N. Deepa Mounik Vvss Shivani Reddy Reddy Maddikunta Neelu Khare Thippa Reddy Gadekallu W. Hwang 41 56 0 20 Jan 2021
Reinforcement Learning for Caching with Space-Time Popularity Dynamics A. Sadeghi G. Giannakis Gang Wang Fatemeh Sheikholeslami 18 1 0 19 May 2020
Physics-Guided Deep Neural Networks for Power Flow Analysis Xinyue Hu Haoji Hu Saurabh Verma Zhi-Li Zhang 128 124 0 31 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 46 999 0 22 Dec 2019
Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning Kursat Rasim Mestav Jaime Luengo-Rozas L. Tong BDL 31 133 0 07 Nov 2018
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization G. Wang G. Giannakis Jie Chen MLT 24 131 0 14 Aug 2018