Bayesian State Estimation for Unobservable Distribution Systems via Deep
Learning

Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning

7 November 2018

Kursat Rasim Mestav

Jaime Luengo-Rozas

Papers citing "Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning"

14 / 14 papers shown

Title
Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks Qiong Liu Ye Guo Tong Xu OffRL 16 0 0 13 Aug 2024
Creating Temporally Correlated High-Resolution Power Injection Profiles Using Physics-Aware GAN Hritik Shah Behrouz Azimian Anamitra Pal 8 0 0 20 Nov 2023
Analytical Verification of Performance of Deep Neural Network Based Time-Synchronized Distribution System State Estimation Behrouz Azimian Shiva Moshtagh Anamitra Pal Shanshan Ma 11 4 0 12 Nov 2023
Physics-Informed Neural Networks for Accelerating Power System State Estimation Solon Falas M. Asprou Charalambos Konstantinou Maria K. Michael 16 2 0 04 Oct 2023
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review Zhenyong Zhang Mengxiang Liu Mingyang Sun Ruilong Deng Peng Cheng Dusit Niyato Mo-Yuen Chow Jiming Chen 38 38 0 30 Aug 2023
Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids Andreas Bott Tim Janke Florian Steinke 13 9 0 24 May 2023
Deep Statistical Solver for Distribution System State Estimation Benjamin Habib Elvin Isufi Ward van Breda A. Jongepier J. Cremer 24 17 0 04 Jan 2023
Time-Synchronized Full System State Estimation Considering Practical Implementation Challenges A. Varghese Hritik Shah Behrouz Azimian A. Pal E. Farantatos 16 2 0 04 Dec 2022
Power System Anomaly Detection and Classification Utilizing WLS-EKF State Estimation and Machine Learning S. Asefi Milena Mitrović Dragan Ćetenović V. Levi E. Gryazina Vladimir Terzija 14 11 0 26 Sep 2022
State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks Behrouz Azimian R. Biswas Shiva Moshtagh A. Pal Lang Tong Gautam Dasarathy 6 53 0 15 Apr 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 38 55 0 20 Jan 2021
A Hierarchical Deep Actor-Critic Learning Method for Joint Distribution System State Estimation Yuxuan Yuan K. Dehghanpour Zhaoyu Wang Fankun Bu 32 1 0 04 Dec 2020
Time Synchronized State Estimation for Incompletely Observed Distribution Systems Using Deep Learning Considering Realistic Measurement Noise Behrouz Azimian R. Biswas A. Pal L. Tong 6 7 0 09 Nov 2020
Model-Free State Estimation Using Low-Rank Canonical Polyadic Decomposition Ahmed S. Zamzam Yajing Liu A. Bernstein 33 12 0 13 Apr 2020