From the 1 of 8 linked papers with an AI index.
33 citations · 33 across the 3 of their papers we have counts for
8 papers
Neural Network-Based Impedance Identification and Stability Analysis for Double-Sided Feeding Railway Systems
Xiangyu Meng, Guiyang Hu, Zhigang Liu +4
The paper proposes an interpretable residual feedforward neural network with SHAP explanations to identify vehicle converter impedance at multiple operating points, and uses the id…
Large-Signal Stability Guarantees for a DC Microgrid with Nested Nonlinear Distributed Control: The Slow Communication Scenario
Cornelia Skaga, Mahdieh S. Sadabadi, Gilbert Bergna-Diaz
The increasing integration of renewable energy sources into electrical grids necessitates a paradigm shift toward advanced control schemes that guarantee safe and stable operations…
Robust Neural Policy Distillation of Long-Horizon FCS-MPC for Flying-Capacitor Three-Level Boost Converters
Jinjian Sheng, Kazumune Hashimoto, Shuang Zhao +1
Long-horizon finite-control-set model predictive control (FCS-MPC) can improve transient regulation and flying-capacitor balancing in flying-capacitor three-level boost converters…
Distributed Multiple Fault Detection and Estimation in DC Microgrids with Unknown Power Loads
Jingwei Dong, Mahdieh S. Sadabadi, Per Mattsson +1
This paper proposes a distributed diagnosis scheme to detect and estimate actuator and power line faults in DC microgrids (e.g., electric-vehicle charging microgrids) subject to un…
Stability of a DC Microgrid with a Nonlinear Nested Control Framework: The Fast Communication Scenario
Cornelia Skaga, Mahdieh S. Sadabadi, Gilbert Bergna-Diaz
As modern power systems continue to evolve into multi-agent, converter-dominated systems that demand reliable, stable, and optimal control architectures within an expandable framew…
DC Microgrids with Nested Nonlinear Distributed Control: Scalable Large-Signal Stability and Voltage Containment
Cornelia Skaga, Mahdieh S. Sadabadi, Gilbert Bergna-Diaz
This paper investigates a cyber-physical DC microgrid employing a nonlinear distributed consensus-based control scheme for coordinated integration and management of distributed gen…