Data-driven modeling for complex contacting phenomena via improved neural networks considering link switches

J Ma, J Wang, J Peng, L Yin, S Dong, J Tang - Mechanism and Machine …, 2024 - Elsevier
Recent years saw tremendous developments of data-driven modeling in various
engineering fields. As for the contact modeling between complex surfaces, the utilization of …

Assessment of railway pantograph-catenary interaction performance with realistic pantograph strip imperfection

Y Song, G Mei, Z Liu, S Gao - Vehicle System Dynamics, 2024 - Taylor & Francis
In high-speed rail operations, the pantograph-catenary system is commonly utilised to
transmit electricity to the high-speed train. This is achieved through a sliding contact …

Surrogate modeling of pantograph-catenary system interactions

Y Cheng, JK Yan, F Zhang, MD Li, N Zhou… - … Systems and Signal …, 2025 - Elsevier
The smooth interaction between the pantograph and the catenary is crucial for the
operational safety of railway vehicles. Coupled dynamic models of the pantograph–catenary …

Evolution analysis of wheel polygon wear considering the effect of interharmonics in electrical traction drive system

B Lu, Y Song, Z Liu, G Tao, X Wang, Q Zhang… - Mechanism and Machine …, 2024 - Elsevier
The formation and development of wheel polygon wear (WPW) present significant
challenges to the safety of railway vehicle operations. It is widely accepted that WPW occurs …

Modelling and Analysis of Expansion Joints' Effect on Dynamic Performance of Railway Rigid Overhead System

X Feng, Z Hu, S Gao, F Duan, W Chu, Y Song - Sensors, 2023 - mdpi.com
This study focuses on developing a comprehensive model of a rigid overhead system, which
includes essential components such as the suspension structure, positioning clamp, and …

Parameter identification of overhead conductor rail support and its influence on the contact forces

Z Hu, L Chen, Y Song, F Duan, Z Liu… - Vehicle System …, 2024 - Taylor & Francis
Overhead conductor rail (OCR) serves as a crucial device employed in tunnels to power
electric locomotives. The OCR is hung by supports mounted on the tunnel ceiling …

A double-layer progressive architecture-based surrogate model for efficiency analysis of spiral shaft in shield machine

Y Lv, L Lin, S Fu, H Guo, L Zu, S Suo, Y Liu… - Automation in …, 2024 - Elsevier
To address existing methodological limitations, a novel method for constructing a simulation
surrogate model for a spiral shaft is proposed based on a double-layer progressive …

[HTML][HTML] Study on the Length of the Effective Vibration Area of the Catenary in a Pantograph–Catenary Interaction System

L Chen, L Pan, Y Xu, C Huang - Applied Sciences, 2024 - mdpi.com
The effective vibration area includes most of the catenary vibration caused by pantograph–
catenary interactions and is the basis of the real-time catenary model for hardware-in-the …

Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics

T Kapoor, H Wang, A Stamou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Computer-aided simulations are routinely used to predict a prototype's performance. High-
fidelity physics-based simulators might be computationally expensive for design and …

Study of the dynamics behavior of pantograph-catenary system considering three-dimensional asymmetric characteristics

N Zhou, H Wei, Y Cheng, Y Sun, X Zhi, M Li… - Vehicle System …, 2025 - Taylor & Francis
In recent years, structural failures of the pantographs have occurred frequently, posing a
significant threat to the normal operation of pantograph and catenary system (PCS) …