Smart Sensing System for Railway Monitoring

被引:1
|
作者
Ksica, Filip [1 ]
Rubes, Ondrej [1 ]
Kovar, Jiri [1 ]
Chalupa, Jan [1 ]
Hadas, Zdenek [1 ]
机构
[1] Brno Univ Technol, Fac Mech Engn, Brno, Czech Republic
关键词
railway monitoring; MFC sensors; smart sensing system; IoT;
D O I
10.1109/ME54704.2022.9983339
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This contribution presents a novel smart sensing solution for obtaining operational information from railway trackside. The proposed system consists of strain-based active MFC sensors mounted directly on a rail, that are used to collect data from vibrations and via tailored electronics and wireless transmission systems send them to a cloud-based storage system for further processing. The entire system operates in an ultra-low power regime and allows for automatic threshold-based triggering and data acquisition while being powered either externally or by energy harvesting systems. Acquired signals are stored and processed on a remote server in close to real-time manner to provide operational information about the track and the passing train, detects failures or events endangering the safety of operation, as well as evaluate long-term changes for predictive maintenance purposes. The presented system has been successfully deployed on multiple sites across Czech Republic and Taiwan, an in its current state could already present a competitive solution for automatic operational and health monitoring of railways.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Water quality monitoring using a smart sensing system
    Charef, A
    Ghauch, A
    Baussand, P
    Martin-Bouyer, M
    MEASUREMENT, 2000, 28 (03) : 219 - 224
  • [2] Smart Sensing System for the Prognostic Monitoring of Bone Health
    Afsarimanesh, Nasrin
    Zia, Asif I.
    Mukhopadhyay, Subhas Chandra
    Kruger, Marlena
    Yu, Pak-Lam
    Kosel, Jurgen
    Kovacs, Zoltan
    SENSORS, 2016, 16 (07)
  • [3] Development of Smart Sensing System for Structural Health Monitoring
    Lu, Kung-Chun
    Loh, Chin-Hsiung
    Weng, Jian Huang
    SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2010, 2010, 7647
  • [4] Monitoring of Mission Critical Components of Railways Using Smart Railway System
    Lee, Kang-Kuen
    Tam, Hwa-Yaw
    Ho, Siu-Lau
    STRUCTURAL HEALTH MONITORING 2015: SYSTEM RELIABILITY FOR VERIFICATION AND IMPLEMENTATION, VOLS. 1 AND 2, 2015, : 2087 - 2094
  • [5] Traffisense: A Smart Integrated Visual Sensing System for Traffic Monitoring
    ElHakim, Reda
    Eldesokey, Abdelrahman
    Abdelwahab, Moataz
    ElHelw, Mohamed
    2015 SAI INTELLIGENT SYSTEMS CONFERENCE (INTELLISYS), 2015, : 418 - 426
  • [6] DEVELOPMENT OF SMART DETACHABLE WIRELESS SENSING SYSTEM FOR ENVIRONMENTAL MONITORING
    Bhattacharjee, D.
    Bera, R.
    INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2014, 7 (03) : 1239 - 1253
  • [7] A New Smart Sensing System Using LoRaWAN for Environmental Monitoring
    Wang, Yansong
    Huang, Yi
    Song, Chaoyun
    2019 COMPUTING, COMMUNICATIONS AND IOT APPLICATIONS (COMCOMAP), 2019, : 347 - 351
  • [8] Software Design of a Railway Signal Monitoring System based on Optical Fiber Sensing
    Ma, Chun-ying
    Li, Biqing
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2018, 14 (08) : 134 - 146
  • [9] An Internet-of-Things Enabled Smart Sensing System for Nitrate Monitoring
    Alahi, Md. Eshrat E.
    Pereira-Ishak, Najid
    Mukhopadhyay, Subhas Chandra
    Burkitt, Lucy
    IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (06): : 4409 - 4417
  • [10] Smart wireless flexible sensing system for unconstrained monitoring of ballistocardiogram and respiration
    Zhou, Zhihao
    Jin, Yujie
    Fu, Jingjing
    Si, Shaobo
    Liu, Mingyang
    Hu, Yang
    Gan, Ji
    Deng, Yonggang
    Li, Rui
    Yang, Jun
    NPJ FLEXIBLE ELECTRONICS, 2025, 9 (01)