Deep Learning for Power System Security Assessment

Deep Learning for Power System Security Assessment

31 March 2019

José-María Hidalgo-Arteaga

Fiodar Hancharou

Spyros Chatzivasileiadis

ArXiv (abs)PDF HTML

Papers citing "Deep Learning for Power System Security Assessment"

10 / 10 papers shown

Title
NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Zhaoge Bi Linghan Huang Haolin Jin Qingwen Zeng Huaming Chen AI4TS 38 0 0 22 May 2025
Semi-Supervised Multi-Task Learning Based Framework for Power System Security Assessment Muhy Eddin Za'ter Amirhossein Sajadi B. Hodge 73 1 0 11 Jul 2024
Versatile and Robust Transient Stability Assessment via Instance Transfer Learning Seyedali Meghdadi Guido Tack Ariel Liebman Nicolas Langrené Christoph Bergmeir 13 1 0 20 Feb 2021
The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing V. Milutinovic Erfan Sadeqi Azer K. Yoshimoto Gerhard Klimeck Miljana Djordjević ... M. D. Santo E. Neuhold Jelena Skoruvcak L. Dipietro Ivan Ratković 115 6 0 20 Sep 2020
High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow Minas Chatzos Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 77 29 0 29 Jun 2020
Neural Networks for Encoding Dynamic Security-Constrained Optimal Power Flow Daniel Timon Viola Andreas Venzke George S. Misyris Spyros Chatzivasileiadis 123 38 0 17 Mar 2020
DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems Shuchismita Biswas Rounak Meyur Virgilio Centeno 21 0 0 09 Nov 2019
Physics-Informed Neural Networks for Power Systems George S. Misyris Andreas Venzke Spyros Chatzivasileiadis PINN AI4CE 81 222 0 09 Nov 2019
Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications Andreas Venzke Spyros Chatzivasileiadis 104 67 0 03 Oct 2019
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 165 203 0 19 Sep 2019