double-sided feeding 1impedance identification 1impedance modeling 1neural networks 1oscillation identification 1railway power supply 1railway vehicle-grid interaction 1sensitivity analysis 1stability analysis 1system stability 1
From the 2 of 2 papers with an AI index.
33 citations
2 papers
eess.SY2026★ 27 cited
Multiple Vehicles and Traction Network Interaction System Stability Analysis and Oscillation Responsibility Identification
Xiangyu Meng, Qiao Zhang, Zhigang Liu +3
The paper presents a modeling approach that uses measured impedances to analyze stability and identify critical railway vehicles causing oscillations in the traction network, along…
eess.SY2026★ 33 cited
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…