Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey
Беспроводные сенсорные сети для мониторинга состояния в железнодорожной отрасли: обзор
2014-11-20
SCID: 54.1/nxjgx723
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condition monitoringnetwork topologiesrailway infrastructure monitoringvehicle health monitoringwireless sensor networks
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Abstract (AI)
In recent years, the range of sensing technologies has expanded rapidly, whereas sensor devices have become cheaper. This has led to a rapid expansion in condition monitoring of systems, structures, vehicles, and machinery using sensors. Key factors are the recent advances in networking technologies such as wireless communication and mobile ad hoc networking coupled with the technology to integrate devices. Wireless sensor networks (WSNs) can be used for monitoring the railway infrastructure such as bridges, rail tracks, track beds, and track equipment along with vehicle health monitoring such as chassis, bogies, wheels, and wagons. Condition monitoring reduces human inspection requirements through automated monitoring, reduces maintenance through detecting faults before they escalate, and improves safety and reliability. This is vital for the development, upgrading, and expansion of railway networks. This paper surveys these wireless sensors network technology for monitoring in the railway industry for analyzing systems, structures, vehicles, and machinery. This paper focuses on practical engineering solutions, principally, which sensor devices are used and what they are used for; and the identification of sensor configurations and network topologies. It identifies their respective motivations and distinguishes their advantages and disadvantages in a comparative review.
Key Findings
1
Condition monitoring with WSNs reduces human inspection needs, detects faults earlier to reduce maintenance, and improves safety and reliability.
2
Recent reductions in sensor cost and advances in wireless and mobile ad hoc networking have driven rapid expansion of sensor-based condition monitoring in railways.
3
The paper provides a comparative review identifying motivations, advantages, and disadvantages of different sensor devices, configurations, and WSN topologies for railway monitoring.
4
The survey focuses on practical engineering solutions: which sensor devices are used, their applications, sensor configurations, and network topologies.
5
Wireless sensor networks (WSNs) enable condition monitoring of railway infrastructure (bridges, rail tracks, track beds, track equipment) and vehicle components (chassis, bogies, wheels, wagons).
Research Object
Wireless sensor networks deployed for condition monitoring in the railway industry (infrastructure, track equipment, and rolling stock)
Research Subject
Selection, configuration, and application of sensor devices, sensor configurations, and network topologies for automated condition monitoring (detecting faults, reducing inspections and maintenance, and improving safety/reliability) in railway systems
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2014-11-20
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