Cover Image

Axle Sensor Fusion for Online Continual Wheel Fault Detection in Wayside Railway Monitoring

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lourenço, Afonso, Osório, Francisca, Risca, Diogo, Marreiros, Goreti
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Continual learning for rotating machinery fault diagnosis with cross-domain environmental and operational variations
by: Risca, Diogo, et al.
Published: (2025)

Boosting-inspired online learning with transfer for railway maintenance
by: Risca, Diogo, et al.
Published: (2025)

Explainable Anomaly Detection for Industrial IoT Data Streams
by: Paupério, Ana Rita, et al.
Published: (2025)

Online hierarchical partitioning of the output space in extreme multi-label data stream
by: Neves, Lara, et al.
Published: (2025)

Bridging Streaming Continual Learning via In-Context Large Tabular Models
by: Lourenço, Afonso, et al.
Published: (2025)

On-device edge learning for IoT data streams: a survey
by: Lourenço, Afonso, et al.
Published: (2025)

Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles
by: Neves, Lara Sá, et al.
Published: (2026)

DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
by: Lourenço, Afonso, et al.
Published: (2025)

In-context Learning of Evolving Data Streams with Tabular Foundational Models
by: Lourenço, Afonso, et al.
Published: (2025)

PD-SOVNet: A Physics-Driven Second-Order Vibration Operator Network for Estimating Wheel Polygonal Roughness from Axle-Box Vibrations
by: Wang, Xiancheng, et al.
Published: (2026)

Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding
by: Eslaminia, Ahmadreza, et al.
Published: (2026)

LD-RPMNet: Near-Sensor Diagnosis for Railway Point Machines
by: Li, Wei, et al.
Published: (2025)

LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring
by: Sanchez, Raul David Dominguez, et al.
Published: (2025)

Deep Learning-Based Prediction of Suspension Dynamics Performance in Multi-Axle Vehicles
by: Lin, Kai Chun, et al.
Published: (2024)

Runtime Monitoring and Fault Detection for Neural Network-Controlled Systems
by: Lan, Jianglin, et al.
Published: (2024)

SRTFD: Scalable Real-Time Fault Diagnosis through Online Continual Learning
by: Zhao, Dandan, et al.
Published: (2024)

Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring
by: McKinney, Matthew, et al.
Published: (2024)

Using In-Service Train Vibration for Detecting Railway Maintenance Needs
by: Alisjahbana, Irene
Published: (2024)

Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors
by: Ali, Usman, et al.
Published: (2025)

Benchmarking Sensor-Fault Robustness in Forecasting
by: Windmann, Alexander, et al.
Published: (2026)

One Masked Model is All You Need for Sensor Fault Detection, Isolation and Accommodation
by: Fu, Yiwei, et al.
Published: (2024)

Attention-stacked Generative Adversarial Network (AS-GAN)-empowered Sensor Data Augmentation for Online Monitoring of Manufacturing System
by: Li, Yuxuan, et al.
Published: (2023)

Fault Detection and Identification Using a Novel Process Decomposition Algorithm for Distributed Process Monitoring
by: Villagomez, Enrique Luna, et al.
Published: (2024)

Bayesian Online Joint Identification on Axle Positions, Axle Loads, and Bridge Structural Parameters Using Evolving Virtual Axle Configurations Without Axle Detector
by: Hou-Zuo Guo, et al.
Published: (2026)

Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach
by: Pernes, Diogo, et al.
Published: (2024)

An Unsupervised Time Series Anomaly Detection Approach for Efficient Online Process Monitoring of Additive Manufacturing
by: Cantu, Frida, et al.
Published: (2025)

Link-Aware Energy-Frugal Continual Learning for Fault Detection in IoT Networks
by: Frederiksen, Henrik C. M., et al.
Published: (2025)

Application of a Dense Fusion Attention Network in Fault Diagnosis of Centrifugal Fan
by: Wang, Ruijun, et al.
Published: (2023)

Knowledge Distillation with Training Wheels
by: Liu, Guanlin, et al.
Published: (2025)

Online Continual Learning for Anomaly Detection in IoT under Data Distribution Shifts
by: Marinova, Matea, et al.
Published: (2026)

Automated Detection and Analysis of Minor Deformations in Flat Walls Due to Railway Vibrations Using LiDAR and Machine Learning
by: Dey, Surjo, et al.
Published: (2025)

Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions
by: Sun, Han, et al.
Published: (2024)

Explainability for Fault Detection System in Chemical Processes
by: Gravanis, Georgios, et al.
Published: (2026)

Statistical Batch-Based Bearing Fault Detection
by: Jorry, Victoria, et al.
Published: (2024)

Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis
by: Wang, Ziyan, et al.
Published: (2024)

Queen Detection in Beehives via Environmental Sensor Fusion for Low-Power Edge Computing
by: De Luca, Chiara, et al.
Published: (2025)

Online Continual Graph Learning
by: Donghi, Giovanni, et al.
Published: (2025)

Smart Railway Obstruction Detection System using IoT and Computer Vision
by: Kumar, Pravin, et al.
Published: (2026)

Fault Detection and Monitoring using a Data-Driven Information-Based Strategy: Method, Theory, and Application
by: Ramírez, Camilo, et al.
Published: (2024)

Early Fault Detection on CMAPSS with Unsupervised LSTM Autoencoders
by: Sánchez, P., et al.
Published: (2026)