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Research article

First published 2025

A terrain classification method based on wheel-terrain contact force

Guoyu Lin, Dong Wang, Fan Yang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2023-4

Probabilistic review of wheel profiles based on hollow tread in the U.S. heavy haul rail network

Jaeik Lee, Marcus S Dersch, Arthur de Oliveira Lima [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2025-3

Smart railways: AI-based track-side monitoring for wheel flat identification

Mohammadreza Mohammadi, Araliya Mosleh, Cecilia Vale [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2026-1

Wayside monitoring for railway wheel flat identification: A multiclass supervised learning approach

Araliya Mosleh, Ramin Ghiasi, Meisam Gordan [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2026-1

Identification of high-impact wheels on rail transit rolling stock through acoustic sensing and machine learning

Negin Shafie Zadeh, Arthur de O. Lima, J. Riley Edwards

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2025-10

Constrained H ∞ control with gain switching for a nonlinear active suspension system matching non-pneumatic wheel

Wei Liu, Ruochen Wang, Renkai Ding [...]

Journal of Vibration and Control

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Research article

First published 2022-9

Optimization of metro wheel reprofiling based on cluster analysis

Zonghui Lin, Zhenggang Lu, Xinjian Yong [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

Open access

Research article

First published 2024-3

Condition monitoring for fault diagnosis of railway wheels using recurrence plots and convolutional neural networks (RP-CNN) models

Kuan-Jung Chung, Chia-Wei Lin

Measurement and Control

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Research article

First published 2026

Image-based machine learning for monitoring wear stages and surface roughness in grinding wheels

A Sumesh, K Rameshkumar, Binoy B Nair [...]

Structural Health Monitoring

Open access

Research article

First published 2020-5

A convolutional neural network approach for visual recognition in wheel production lines

Zheming Tong, Jie Gao, Shuiguang Tong

International Journal of Advanced Robotic Systems

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