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[HTML][HTML] Condition monitoring using machine learning: A review of theory, applications, and recent advances
In modern industry, the quality of maintenance directly influences equipment's operational
uptime and efficiency. Hence, based on monitoring the condition of the machinery, predictive …
uptime and efficiency. Hence, based on monitoring the condition of the machinery, predictive …
A survey of cyber-physical systems from a game-theoretic perspective
With the emergence of the Internet-of-Things (IoT), artificial intelligence, and communication
technologies, cyber-physical systems (CPS) have revolutionized the engineering paradigm …
technologies, cyber-physical systems (CPS) have revolutionized the engineering paradigm …
Machine learning for fault diagnosis of high-speed train traction systems: A review
High-speed trains (HSTs) have the advantages of comfort, efficiency, and convenience and
have gradually become the mainstream means of transportation. As the operating scale of …
have gradually become the mainstream means of transportation. As the operating scale of …
Optimized neural network based predictive maintenance for five-phase induction motor failure
Predictive maintenance of multiphase machines has become a vital issue in Industry 4.0 as
it has higher reliability and fault tolerant capability. This paper suggests the use of Particle …
it has higher reliability and fault tolerant capability. This paper suggests the use of Particle …
Multi-sensor graph transfer network for health assessment of high-speed rail suspension systems
Suspension systems are significant for safe and comfort operation of high-speed trains.
Health assessment is a useful tool to schedule maintenance plans of suspension systems …
Health assessment is a useful tool to schedule maintenance plans of suspension systems …
Analysis and prediction of uneven wear in metro pantograph-rigid catenary system
Z Yang, Z Huang, L Pan, C Huang, T **ng, R Fu… - Tribology …, 2024 - Elsevier
The non-elastic electrical contact between pantograph strip and wire, via a pantograph-rigid
catenary system, results in much wear of metro strip. Every month, hundreds of thousands of …
catenary system, results in much wear of metro strip. Every month, hundreds of thousands of …
Assessment of catenary condition monitoring by means of pantograph head acceleration and Artificial Neural Networks
Measuring the pantograph–catenary interaction force is crucial for homologation and
maintenance purposes. However, this is an intricate procedure that requires a specially …
maintenance purposes. However, this is an intricate procedure that requires a specially …
An optimization method for maintenance resource allocation in electrified railway catenary systems
The traditional preventive maintenance plans of electrified railways are mainly formulated
according to historical maintenance records and the experience of maintenance technicians …
according to historical maintenance records and the experience of maintenance technicians …
Pantograph Catenary Performance Detection of Energy High‐Speed Train Based on Machine Vision
R Wang, W Li, L Tan, H Liu, Q Le… - Mathematical …, 2022 - Wiley Online Library
With the rapid development of high‐speed rail in China, addressing the issue of safety
assurance during the operation of the train is very important. A very important part of a train's …
assurance during the operation of the train is very important. A very important part of a train's …
Fault detection and quantitative assessment of wheel diameter difference based on ensemble adaptive tunable Q-factor wavelet transform and mixed kernel principal …
Tread wear is inevitable for railway vehicles. Because of the complicated railway condition,
the wear rates of the two wheels of a wheelset are usually unequal, which leads to the wheel …
the wear rates of the two wheels of a wheelset are usually unequal, which leads to the wheel …