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76 Results Found

  • Review
  • Open Access
89 Citations
15,518 Views
32 Pages

On the Fault Detection and Diagnosis of Railway Switch and Crossing Systems: An Overview

  • Moussa Hamadache,
  • Saikat Dutta,
  • Osama Olaby,
  • Ramakrishnan Ambur,
  • Edward Stewart and
  • Roger Dixon

27 November 2019

Railway switch and crossing (S&C) systems have a very complex structure that requires not only a large number of components (such as rails, check rails, switches, crossings, turnout bearers, slide chair, etc.) but also different types of componen...

  • Article
  • Open Access
8 Citations
3,780 Views
13 Pages

A Deep-LSTM-Based Fault Detection Method for Railway Vehicle Suspensions

  • Yuejian Chen,
  • Xuemei Liu,
  • Wenkun Fan,
  • Ningyuan Duan and
  • Kai Zhou

7 February 2024

The timely detection of faults that occur in industrial machines and components can avoid possible catastrophic machine failure, prevent large financial losses, and ensure the safety of machine operators. A solution to tackle the fault detection prob...

  • Article
  • Open Access
972 Views
18 Pages

A Novel Rail Damage Fault Detection Method for High-Speed Railway

  • Yu Wang,
  • Bingrong Miao,
  • Ying Zhang,
  • Zhong Huang and
  • Songyuan Xu

13 May 2025

With the vigorous development of speedy railway technology, steel rails, as an important structural infrastructure in speedy railways, play a crucial role in ensuring the safety of the entire speedy railway operation. A brand-new type of speedy rail...

  • Article
  • Open Access
11 Citations
5,117 Views
21 Pages

Railway Track Fault Detection Using Selective MFCC Features from Acoustic Data

  • Furqan Rustam,
  • Abid Ishaq,
  • Muhammad Shadab Alam Hashmi,
  • Hafeez Ur Rehman Siddiqui,
  • Luis Alonso Dzul López,
  • Juan Castanedo Galán and
  • Imran Ashraf

8 August 2023

Railway track faults may lead to railway accidents and cause human and financial loss. Spatial, temporal, and weather elements, and wear and tear, lead to ballast, loose nuts, misalignment, and cracks leading to accidents. Manual inspection of such d...

  • Article
  • Open Access
1 Citations
1,972 Views
18 Pages

7 December 2023

Fault detection using the domain adaptation technique is one of the more promising methods of solving the domain shift problem, and has therefore been intensively investigated in recent years. However, the domain adaptation method still has elements...

  • Article
  • Open Access
3 Citations
4,623 Views
17 Pages

Automatic Detection of Railway Faults Using Neural Networks: A Comparative Study of Transfer Learning Models and YOLOv11

  • Omar Rodríguez-Abreo,
  • Mario A. Quiroz-Juárez,
  • Idalberto Macías-Socarras,
  • Juvenal Rodríguez-Reséndiz,
  • Juan M. Camacho-Pérez,
  • Gabriel Carcedo-Rodríguez and
  • Enrique Camacho-Pérez

Developing reliable railway fault detection systems is crucial for ensuring both safety and operational efficiency. Various artificial intelligence frameworks, especially deep learning models, have shown significant potential in enhancing fault detec...

  • Article
  • Open Access
30 Citations
6,797 Views
20 Pages

Integral Sensor Fault Detection and Isolation for Railway Traction Drive

  • Fernando Garramiola,
  • Jon Del Olmo,
  • Javier Poza,
  • Patxi Madina and
  • Gaizka Almandoz

13 May 2018

Due to the increasing importance of reliability and availability of electric traction drives in Railway applications, early detection of faults has become an important key for Railway traction drive manufacturers. Sensor faults are important sources...

  • Article
  • Open Access
30 Citations
6,925 Views
18 Pages

Fault Detection and RUL Estimation for Railway HVAC Systems Using a Hybrid Model-Based Approach

  • Antonio Gálvez,
  • Alberto Diez-Olivan,
  • Dammika Seneviratne and
  • Diego Galar

16 June 2021

Heating, ventilation, and air conditioning (HVAC) systems installed in a passenger train carriage are critical systems, whose failures can affect people or the environment. This, together with restrictive regulations, results in the replacement of cr...

  • Article
  • Open Access
17 Citations
4,239 Views
13 Pages

9 May 2020

In this study, we propose a methodology for the identification of potential fault occurrences of railway point-operating machines, using unlabeled signal sensor data. Data supplied by Network Rail, UK, is processed using a fast Fourier transform sign...

  • Article
  • Open Access
132 Citations
16,314 Views
12 Pages

Fault Detection and Diagnosis of Railway Point Machines by Sound Analysis

  • Jonguk Lee,
  • Heesu Choi,
  • Daihee Park,
  • Yongwha Chung,
  • Hee-Young Kim and
  • Sukhan Yoon

16 April 2016

Railway point devices act as actuators that provide different routes to trains by driving switchblades from the current position to the opposite one. Point failure can significantly affect railway operations, with potentially disastrous consequences....

  • Article
  • Open Access
14 Citations
6,003 Views
22 Pages

ECARRNet: An Efficient LSTM-Based Ensembled Deep Neural Network Architecture for Railway Fault Detection

  • Salman Ibne Eunus,
  • Shahriar Hossain,
  • A. E. M. Ridwan,
  • Ashik Adnan,
  • Md. Saiful Islam,
  • Dewan Ziaul Karim,
  • Golam Rabiul Alam and
  • Jia Uddin

8 April 2024

Accidents due to defective railway lines and derailments are common disasters that are observed frequently in Southeast Asian countries. It is imperative to run proper diagnosis over the detection of such faults to prevent such accidents. However, ma...

  • Review
  • Open Access
16 Citations
5,046 Views
24 Pages

Review of Fault Diagnosis Methods for Induction Machines in Railway Traction Applications

  • Razan Issa,
  • Guy Clerc,
  • Malorie Hologne-Carpentier,
  • Ryan Michaud,
  • Eric Lorca,
  • Christophe Magnette and
  • Anes Messadi

4 June 2024

Induction motors make up approximately 80% of the electric motors in the railway sector due to their robustness, high efficiency, and low maintenance cost. Nevertheless, these motors are subject to failures which can lead to costly downtime and servi...

  • Article
  • Open Access
7 Citations
4,433 Views
22 Pages

DC-Link Voltage and Catenary Current Sensors Fault Reconstruction for Railway Traction Drives

  • Fernando Garramiola,
  • Javier Poza,
  • Jon Del Olmo,
  • Patxi Madina and
  • Gaizka Almandoz

22 June 2018

Due to the importance of sensors in control strategy and safety, early detection of faults in sensors has become a key point to improve the availability of railway traction drives. The presented sensor fault reconstruction is based on sliding mode ob...

  • Article
  • Open Access
92 Citations
10,957 Views
13 Pages

5 July 2019

A track condition monitoring system that uses a compact on-board sensing device has been developed and applied for track condition monitoring of regional railway lines in Japan. Monitoring examples show that the system is effective for regional railw...

  • Article
  • Open Access
1 Citations
1,328 Views
17 Pages

21 November 2024

As a crucial component of CRH (China Railway High-speed) trains, the safety and stability of the suspension system are of paramount importance to the overall vehicle system. Based on the framework of probabilistic relevant principal component analysi...

  • Article
  • Open Access
22 Citations
3,941 Views
24 Pages

25 April 2022

This paper investigates the possibility of developing a new method for fault detection of a damper in the primary suspension of the railway vehicle, based on the analysis of the vertical vibration’s response of the bogie. To this purpose, exper...

  • Article
  • Open Access
733 Views
24 Pages

A Mathematical Methodology for the Detection of Rail Corrugation Based on Acoustic Analysis: Toward Autonomous Operation

  • César Ricardo Soto-Ocampo,
  • Juan David Cano-Moreno,
  • Joaquín Maroto and
  • José Manuel Mera

1 September 2025

In autonomous railway systems, where there is no driver acting as the primary fault detector, annoying interior noise caused by track defects can go unnoticed for long periods. One of the main contributors to this phenomenon is rail corrugation, a re...

  • Article
  • Open Access
47 Citations
11,440 Views
20 Pages

A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis

  • Rahman Shafique,
  • Hafeez-Ur-Rehman Siddiqui,
  • Furqan Rustam,
  • Saleem Ullah,
  • Muhammad Abubakar Siddique,
  • Ernesto Lee,
  • Imran Ashraf and
  • Sandra Dudley

16 September 2021

Regular inspection of railway track health is crucial for maintaining safe and reliable train operations. Factors, such as cracks, ballast issues, rail discontinuity, loose nuts and bolts, burnt wheels, superelevation, and misalignment developed on t...

  • Article
  • Open Access
13 Citations
6,510 Views
20 Pages

Condition Monitoring System and Faults Detection for Impedance Bonds from Railway Infrastructure

  • Mihai Andrusca,
  • Maricel Adam,
  • Alin Dragomir,
  • Eduard Lunca,
  • Ramakrishna Seeram and
  • Octavian Postolache

4 September 2020

Nowadays, sensors and condition monitoring systems are expanding rapidly and becoming cheaper. This contributes to increasing developments in condition monitoring in railway transport infrastructure. A condition monitoring system that uses an online...

  • Article
  • Open Access
2 Citations
3,039 Views
12 Pages

Data-Driven Low-Frequency Oscillation Event Detection Strategy for Railway Electrification Networks

  • David Gonzalez-Jimenez,
  • Jon Del-Olmo,
  • Javier Poza,
  • Fernando Garramiola and
  • Patxi Madina

26 December 2022

Low-frequency oscillations (LFO) occur in railway electrification systems due to the incorporation of new trains with switching converters. As a result, the increased harmonic content can cause catenary stability problems under certain conditions. Mo...

  • Article
  • Open Access
11 Citations
6,311 Views
14 Pages

Condition-Based Maintenance of HVAC on a High-Speed Train for Fault Detection

  • Lorenzo Ciani,
  • Giulia Guidi,
  • Gabriele Patrizi and
  • Diego Galar

Reliability-centered maintenance (RCM) is a well-established method for preventive maintenance planning. This paper focuses on the optimization of a maintenance plan for an HVAC (heating, ventilation and air conditioning) system located on high-speed...

  • Article
  • Open Access
6 Citations
3,153 Views
15 Pages

Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements

  • Yang Zuo,
  • Jan Lundberg,
  • Taoufik Najeh,
  • Matti Rantatalo and
  • Johan Odelius

31 March 2023

Railway switches and crossings (S&C) are among the most important high-value components in a railway network and a failure of such an asset could result in severe network disturbance. Therefore, potential defects need to be detected at an early s...

  • Article
  • Open Access
1,687 Views
16 Pages

20 June 2023

To study the aerodynamic characteristics of the convex structure of a surface-monitoring device on a high-speed train and to evaluate its impact on the aerodynamic performance of the high-speed train, numerical simulation research was conducted on th...

  • Review
  • Open Access
30 Citations
7,665 Views
19 Pages

A Review in Fault Diagnosis and Health Assessment for Railway Traction Drives

  • Fernando Garramiola,
  • Javier Poza,
  • Patxi Madina,
  • Jon Del Olmo and
  • Gaizka Almandoz

3 December 2018

During the last decade, due to the increasing importance of reliability and availability, railway industry is making greater use of fault diagnosis approaches for early fault detection, as well as Condition-based maintenance frameworks. Due to the in...

  • Article
  • Open Access
13 Citations
3,878 Views
20 Pages

Evaluation of Time and Frequency Condition Indicators from Vibration Signals for Crack Detection in Railway Axles

  • Réne-Vinicio Sánchez,
  • Pablo Lucero,
  • Jean-Carlo Macancela,
  • Higinio Rubio Alonso,
  • Mariela Cerrada,
  • Diego Cabrera and
  • Cristina Castejón

25 June 2020

Railway safety is a matter of importance as a single failure can involve risks associated with economic and human losses. The early fault detection in railway axles and other railway parts represents a broad field of research that is currently under...

  • Article
  • Open Access
2 Citations
2,521 Views
30 Pages

Reliable fault diagnosis in railway operational equipment is critical to ensuring system safety, operational efficiency, and predictive maintenance. Existing methods struggle to capture the intricate interdependencies among fault causes, failure mode...

  • Article
  • Open Access
21 Citations
4,510 Views
21 Pages

A Hybrid Sensor Fault Diagnosis for Maintenance in Railway Traction Drives

  • Fernando Garramiola,
  • Javier Poza,
  • Patxi Madina,
  • Jon del Olmo and
  • Gaizka Ugalde

11 February 2020

Due to the importance of sensors in railway traction drives availability, sensor fault diagnosis has become a key point in order to move from preventive maintenance to condition-based maintenance. Most research works are limited to sensor fault detec...

  • Article
  • Open Access
11 Citations
3,716 Views
17 Pages

18 May 2019

Root cause identification is an important task in providing prompt assistance for diagnosis, security monitoring and guidance for specific routine maintenance measures in the field of railway transportation. However, most of the methods addressing ra...

  • Article
  • Open Access
8 Citations
5,120 Views
29 Pages

16 October 2021

This article presents the research and results of field tests and simulations regarding an autonomous/robotic railway vehicle, designed to collect multiple information on safety and functional parameters of a surface railway and/or subway section, ba...

  • Article
  • Open Access
5 Citations
2,078 Views
19 Pages

7 April 2023

Gear tooth spalling is one of the inevitable fault modes in the long-term service of the traction transmission system of railway vehicles, which can worsen the dynamic load of the rotating mechanical system and reduce the operating quality. Therefore...

  • Review
  • Open Access
79 Citations
11,659 Views
21 Pages

18 October 2023

Point machines are the actuators for railway switching and crossing systems that guide trains from one track to another. Hence, the safe and reliable behavior of point machines are pivotal for rail transportation. Recently, scholars and researchers h...

  • Article
  • Open Access
14 Citations
4,739 Views
22 Pages

25 November 2021

This paper describes an innovative integrated solution for monitoring and protection of the power supply system of electric traction. The development of electronics devices, new possibilities to communicate (wireless), and new sensors makes it possib...

  • Article
  • Open Access
5 Citations
2,573 Views
17 Pages

21 June 2022

A turnout switch machine is key equipment in a railway, and its fault condition has an enormous impact on the safety of train operation. Electrohydraulic switch machines are increasingly used in high-speed railways, and how to extract effective fault...

  • Article
  • Open Access
3 Citations
1,442 Views
16 Pages

30 November 2024

Railway traction motor bearings (RTMB) are critical components in high-speed trains (HST) that are particularly susceptible to failure due to the high stress and rotational frequency they experience. To address the challenge of high false-positive ra...

  • Article
  • Open Access
13 Citations
4,572 Views
17 Pages

Identification and Localization of Track Circuit False Occupancy Failures Based on Frequency Domain Reflectometry

  • Tiago A. Alvarenga,
  • Augusto S. Cerqueira,
  • Luciano M. A. Filho,
  • Rafael A. Nobrega,
  • Leonardo M. Honorio and
  • Henrique Veloso

18 December 2020

Railway track circuit failures can cause significant train delays and economic losses. A crucial point of the railway operation system is the corrective maintenance process. During this operation, the railway lines have the circulation of trains inte...

  • Article
  • Open Access
1,708 Views
13 Pages

Fiber Monitoring System Applied to Railway Bridge Structures in a Near-Fault Region

  • Hsiao-Chen Su,
  • Tseng-Hsing Hsu,
  • Yu-Lin Lee,
  • Wen-Kuei Hsu,
  • Nien-Tsu Yang and
  • Ning-Hsuan Chang

4 September 2024

Bridges are widely used for train transportation. Some bridges must be constructed close to geologic faults or across them due to the constraints of travel route alignment and the geographical environment. Taiwan is located at the junction of the Eur...

  • Article
  • Open Access
8 Citations
4,121 Views
21 Pages

Fuzzy Logic-Based Identification of Railway Wheelset Conicity Using Multiple Model Approach

  • Erum Saba,
  • Imtiaz Hussain Kalwar,
  • Mukhtiar Ali Unar,
  • Abdul Latif Memon and
  • Nasrullah Pirzada

14 September 2021

The deterioration of railway wheel tread causes unexpected breakdowns with increasing risk of operational failure leading to higher maintenance costs. The timely detection of wheel faults, such as wheel flats and false flanges, leading to varying con...

  • Article
  • Open Access
28 Citations
7,421 Views
19 Pages

1 March 2016

In this paper, a diagnosis plan is proposed to settle the detection and isolation problem of open switch faults in high-speed railway traction system traction inverters. Five entropy forms are discussed and compared with the traditional fault detecti...

  • Review
  • Open Access
11 Citations
3,743 Views
29 Pages

Drive-by Methodologies Applied to Railway Infrastructure Subsystems: A Literature Review—Part II: Track and Vehicle

  • Cássio Bragança,
  • Edson F. Souza,
  • Diogo Ribeiro,
  • Andreia Meixedo,
  • Túlio N. Bittencourt and
  • Hermes Carvalho

9 June 2023

Railways are one of the most important means of transportation, allowing people and goods to move quickly, environmentally beneficially, and efficiently over long distances. To ensure safe and reliable operations, regular condition-based assessments...

  • Article
  • Open Access
5 Citations
3,807 Views
14 Pages

31 May 2021

Barrier machines are a key component of automatic level crossing systems ensuring safety on railroad crossings. Their failure results not only in delayed railway transportation, but also puts human life at risk. To prevent faults in this critical saf...

  • Article
  • Open Access
1,173 Views
21 Pages

Research on Wheel Flat Recognition Based on Wayside Wheel–Rail Force

  • Xinyu Peng,
  • Jing Zeng,
  • Longfei Yue,
  • Qunsheng Wang,
  • Yixuan Shi,
  • Chaokun Ma and
  • Long Zhang

17 July 2025

A wheel flat is the most common fault of a railway freight car, a type of complex transport equipment. A wheel flat will cause continuous regular impact on the rail, damage the rail and the railway structure, affecting the safety and stability of rai...

  • Article
  • Open Access
62 Citations
6,295 Views
20 Pages

8 September 2021

Construction of the 998.64-km Linzhi–Ya’an section of the Sichuan–Tibet Railway has been influenced by landslide disasters, threatening the safety of Sichuan–Tibet railway projects. Landslide identification and deformation analysis in this area are u...

  • Proceeding Paper
  • Open Access
793 Views
10 Pages

Railway transportation systems have high accuracy and high integrity demands for safe localization. In the future, railway signaling is expected to rely on onboard sensors like Global Navigation Satellite Systems (GNSSs) in order to reduce installati...

  • Article
  • Open Access
11 Citations
4,038 Views
12 Pages

20 May 2020

Low voltage direct current (LVDC) microgrid systems have many advantages over low voltage alternating current (LVAC) systems. Furthermore, LVDC microgrids are growing in use because they are easy to link to distributed energy resources (DER) and ener...

  • Article
  • Open Access
34 Citations
9,520 Views
21 Pages

Monitoring System for Railway Infrastructure Elements Based on Thermal Imaging Analysis

  • Krzysztof Stypułkowski,
  • Paweł Gołda,
  • Konrad Lewczuk and
  • Justyna Tomaszewska

31 May 2021

The safety and reliability of railway transport requires new solutions for monitoring and quick identification of faults in the railway infrastructure. Electric heating devices (EORs) are the crucial element of turnouts. EORs ensure heating during lo...

  • Article
  • Open Access
34 Citations
4,576 Views
18 Pages

4 February 2020

An axle box bearing is one of the most important components of high-speed EMUs (electric multiple units), which runs at a very fast speed, suffers a heavy load, and operates under various complex working conditions. Once a bearing fault occurs, it no...

  • Article
  • Open Access
1 Citations
511 Views
18 Pages

12 August 2025

A condition-based monitoring (CBM) system provides the possibility for the railway industry to guarantee reliability by executing prompt and low-cost maintenance. In this study, a simple model-based condition monitoring strategy for the railway vehic...

  • Article
  • Open Access
1,999 Views
17 Pages

Future Rail Signaling: Cyber and Energy Resilience Through AI Interoperability

  • Pavlo Holoborodko,
  • Darius Bazaras and
  • Nijolė Batarlienė

19 May 2025

In today’s world, everything changes at lightning speed, making what is relevant today potentially obsolete tomorrow. This author’s scientific article addresses the issues of energy resilience and cybersecurity in railway signaling. A new...

  • Article
  • Open Access
19 Citations
6,829 Views
13 Pages

20 August 2019

Wheel flats are a key fault in railway systems, which can bring great harm to vehicle operation safety. At present, most wheel flat detection methods use qualitative detection and do not meet practical demands. In this paper, we used a railway wheel...

  • Article
  • Open Access
30 Citations
3,676 Views
17 Pages

Adaptive Fault Diagnosis for Simultaneous Sensor Faults in Structural Health Monitoring Systems

  • Thamer Al-Zuriqat,
  • Carlos Chillón Geck,
  • Kosmas Dragos and
  • Kay Smarsly

Structural health monitoring (SHM) is a non-destructive testing method that supports the condition assessment and lifetime estimation of civil infrastructure. Sensor faults may result in the loss of valuable data and erroneous structural condition as...

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