[HTML][HTML] Impact of Artificial Intelligence on the Planning and Operation of Distributed Energy Systems in Smart Grids

P Arévalo, F Jurado - Energies, 2024 - mdpi.com
This review paper thoroughly explores the impact of artificial intelligence on the planning
and operation of distributed energy systems in smart grids. With the rapid advancement of …

An unsupervised adversarial autoencoder for cyber attack detection in power distribution grids

MJ Zideh, MR Khalghani, SK Solanki - Electric Power Systems Research, 2024 - Elsevier
Detection of cyber attacks in smart power distribution grids with unbalanced configurations
poses challenges due to the inherent nonlinear nature of these uncertain and stochastic …

Unbalanced operation of integrated power distribution system for optimal energy flow using LSO-vCANNs approach

M Bhoopathi, VP Papana, VK Reddy… - Environment …, 2024 - Springer
The integrated energy distribution system (IEDS) integrates the natural gas, thermal, and
electrical networks at the distribution level. Because of its high cost and complicated …

Multivariate Physics-Informed Convolutional Autoencoder for Anomaly Detection in Power Distribution Systems with High Penetration of DERs

MJ Zideh, SK Solanki - arXiv preprint arXiv:2406.02927, 2024 - arxiv.org
Despite the relentless progress of deep learning models in analyzing the system conditions
under cyber-physical events, their abilities are limited in the power system domain due to …