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Time series data mining for railway wheel and track monitoring: a survey
A Lourenço, D Ribeiro, M Fernandes… - Neural Computing and …, 2024 - Springer
The railway sector has witnessed a significant surge in condition-based maintenance,
thanks to the proliferation of sensing technologies and data-driven methodologies, such as …
thanks to the proliferation of sensing technologies and data-driven methodologies, such as …
Early identification of out-of-roundness damage wheels in railway freight vehicles using a wayside system and a stacked sparse autoencoder
T Jorge, J Magalhães, R Silva, A Guedes… - Vehicle System …, 2025 - Taylor & Francis
Early identification of wheel defects can prevent serious damage to railways, considerably
lowering maintenance costs for both railway administrations and rolling stock operators …
lowering maintenance costs for both railway administrations and rolling stock operators …
Design and Development of a Wayside AI‐Assisted Vision System for Online Train Wheel Inspection
Wayside inspection of rolling stock has been around for some time and wheel impact load
and fiber‐grating sensors are actively explored for getting high‐fidelity data. Visual …
and fiber‐grating sensors are actively explored for getting high‐fidelity data. Visual …
Clustering-based classification of polygonal wheels in a railway freight vehicle using a wayside system
A Guedes, R Silva, D Ribeiro, J Magalhães, T Jorge… - Applied Sciences, 2024 - mdpi.com
Polygonal wheels are one of the most common defects in train wheels, causing a reduction
in comfort levels for passengers and a higher degradation of vehicle and track components …
in comfort levels for passengers and a higher degradation of vehicle and track components …
Rapid measurement method for key dimensions of train wheelset based on improved image processing algorithm
Y Fang, J Wang, Z Zhu, L **ao, T Yuan… - Measurement …, 2024 - iopscience.iop.org
The key dimensions of train wheelsets change with the increase of running time. To ensure
the safe operation of the train, the key dimensions should meet the relevant technical …
the safe operation of the train, the key dimensions should meet the relevant technical …
KDBI special issue: Time‐series pattern verification in CNC turning—A comparative study of one‐class and binary classification
Abstract Integrating Industry 4.0 and Quality 4.0 optimises manufacturing through IoT and
ML, improving processes and product quality. The primary challenge involves identifying …
ML, improving processes and product quality. The primary challenge involves identifying …
Smart railways: AI-based track-side monitoring for wheel flat identification
The wheel flat detection in trains using Artificial Intelligence (AI) has emerged as a critical
advancement in railway maintenance and safety practices. AI systems can effectively identify …
advancement in railway maintenance and safety practices. AI systems can effectively identify …
Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders
High-speed railway bridges are essential components of any railway transportation system
that should keep adequate levels of serviceability and safety. In this context, drive-by …
that should keep adequate levels of serviceability and safety. In this context, drive-by …
[PDF][PDF] Automated green machine learning for condition-based maintenance
Within the big data paradigm, there is an increasing demand for machine learning with
automatic configuration of hyperparameters. Although several algorithms have been …
automatic configuration of hyperparameters. Although several algorithms have been …
[HTML][HTML] The dynamic train–track interaction on a bridge and in a tunnel compared with the simultaneous vehicle, track and ground vibration measurements on a …
L Auersch - Applied Sciences, 2023 - mdpi.com
The vehicle–track interaction generates forces and consequently vibrations in the
environment. The interaction has been analysed by the simultaneous measurements of …
environment. The interaction has been analysed by the simultaneous measurements of …