89 citations · 211 across the 24 of their papers we have counts for
24 papers
Physics-informed Graphical Neural Network for Power System State Estimation
Quang-Ha Ngo, Bang L. H. Nguyen, Tuyen V. Vu +2
State estimation is highly critical for accurately observing the dynamic behavior of the power grids and minimizing risks from cyber threats. However, existing state estimation met…
Multi-agent Deep Reinforcement Learning for Distributed Load Restoration
Linh Vu, Tuyen Vu, Thanh-Long Vu +1
This paper addresses the load restoration problem after power outage events. Our primary proposed methodology is using multi-agent deep reinforcement learning to optimize the load…
A Cyber-HIL for Investigating Control Systems in Ship Cyber Physical Systems under Communication Issues and Cyber Attacks
Linh Vu, Lam Nguyen, Mahmoud Abdelaal +2
This paper presents a novel Cyber-Hardware-in-the-Loop (Cyber-HIL) platform for assessing control operation in ship cyber-physical systems. The proposed platform employs cutting-ed…
1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems
Bang L. H. Nguyen, Tuyen Vu, Thai-Thanh Nguyen +2
This paper presents a 1-D convolutional graph neural network for fault detection in microgrids. The combination of 1-D convolutional neural networks (1D-CNN) and graph convolutiona…
Hierarchical Control of Grid-Connected Hydrogen Electrolyzer Providing Grid Services
Bang L. H. Nguyen, Mayank Panwar, Rob Hovsapian +2
This paper presents the operation modes and control architecture of the grid-connected hydrogen electrolyzer systems for the provision of frequency and voltage supports. The analys…
Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems
Bang Nguyen, Tuyen Vu, Thai-Thanh Nguyen +2
Fault diagnostics are extremely important to decide proper actions toward fault isolation and system restoration. The growing integration of inverter-based distributed energy resou…