Wheel flat detection using long short-term memory and transformer models with a 1:10 scale railway test rig

Wheel flat detection using long short-term memory and transformer models with a 1:10 scale railway test rig

In railway systems, the detection of wheel flats is essential for ensuring safety and reducing maintenance costs. This study compares the performance of Long Short-Term Memory and Transformer models in detecting wheel flats using data from a 1:10 scale railway test rig. The findings indicate that th...

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Bibliographic Details
Main Authors: Yong Cui, Euiyoul Kim, Shizhe Yan, Qing Yu
Format: Article
Language:English
Published: SAGE Publishing 2025-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878132251314988
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