Ballasted track behaviour induced by absent sleeper support and its detection based on a convolutional neural network using track data
D Zhang, P Xu, Y Tian, C Zhong, X Zhang - Urban Rail Transit, 2023 - Springer
With development of the heavy-haul railway, the increased axle load and traction weight
bring a significant challenge for the service performance and safety maintenance of the …
bring a significant challenge for the service performance and safety maintenance of the …
Measuring vertical track irregularities from instrumented heavy haul railway vehicle data using machine learning
This paper proposes a data-driven approach to estimating geometric track irregularities from
instrumented railway vehicle (IRV) data. Machine learning is used to find the nonlinear …
instrumented railway vehicle (IRV) data. Machine learning is used to find the nonlinear …
A method for support stiffness failure identification in a steel spring floating slab track of urban railway: a case study in China
J Zheng, C Zhao, D Shi, P Wang, J Wang… - Journal of Zhejiang …, 2024 - Springer
The extensive use of steel spring floating slab tracks has effectively addressed the challenge
of alleviating the environmental vibrations induced by urban rail transit systems. However …
of alleviating the environmental vibrations induced by urban rail transit systems. However …
城市轨道交通钢弹簧浮置板轨道支承刚度失效识别方法: 一项中国的案例研究
J ZHENG, C ZHAO, D SHI, P WANG… - Journal of Zhejiang …, 2024 - jzus.zju.edu.cn
目的: 在列车往复动力作用和复杂环境因素耦合作用下, 常出现诸如钢弹簧隔振器断裂,
基底不均匀沉降诱发吊空等隔振器支承刚度失效的问题. 本文提出一种钢弹簧浮置板轨道支承 …
基底不均匀沉降诱发吊空等隔振器支承刚度失效的问题. 本文提出一种钢弹簧浮置板轨道支承 …
Feasibility study of a rail vehicle damper fault detection by artificial neural networks
The aim of the study was to investigate rail vehicle dynamics under primary suspension
dampers faults and explore possibility of its detection by means of artificial neural networks …
dampers faults and explore possibility of its detection by means of artificial neural networks …
[PDF][PDF] Weightless Neural Network-Based Fault Diagnosis in Suspension System.
R Shah, PA Balaji, V Sugumaran - FME Transactions, 2024 - mas.bg.ac.rs
Vehicle suspension systems play a critical role in ensuring passenger comfort and safety.
Detecting faults in these systems is vital for maintaining safety, performance, and cost …
Detecting faults in these systems is vital for maintaining safety, performance, and cost …
Transfer learning based fault detection for suspension system using vibrational analysis and radar plots
SA Sai, SN Venkatesh, S Dhanasekaran, PA Balaji… - Machines, 2023 - mdpi.com
The suspension system is of paramount importance in any automobile. Thanks to the
suspension system, every journey benefits from pleasant rides, stable driving and precise …
suspension system, every journey benefits from pleasant rides, stable driving and precise …
Feasibility study of a rail vehicle damper fault detection by artificial neural Indexed by: networks.
The aim of the study was to investigate rail vehicle dynamics under primary suspension
dampers faults and explore possibility of its detection by means of artificial neural networks …
dampers faults and explore possibility of its detection by means of artificial neural networks …
A Robust Approach for Fault Diagnosis in Railway Suspension Systems
S Zoljic-Beglerovic, M Ali Golkani… - Sliding-Mode Control …, 2023 - Springer
Due to the increased popularity of railway transportation, maximizing the availability of both
vehicles and infrastructure is on high demand. To fulfill this requirement, the development of …
vehicles and infrastructure is on high demand. To fulfill this requirement, the development of …
[PDF][PDF] Eksploatacja i Niezawodnosc–Maintenance and Reliability
E Karadayia, F Iscioglub - Eksploatacja i Niezawodnosc, 2023 - academia.edu
In the theory of reliability analysis and the reliability applications of many industrial systems,
to enhance the redundancy of the system or bring down the costs in the maintenance …
to enhance the redundancy of the system or bring down the costs in the maintenance …