A Novel Monitoring Approach for Train Tracking and Incursion Detection in Underground Structures Based on Ultra-Weak FBG Sensing Array
Abstract
:1. Introduction
2. Sensing and Monitoring Principles
3. Design and Field Arrangement for the Experiments
3.1. Engineering Background of the Trial
3.2. Train Tracking Trial
3.3. Intruder Detection Trial
4. Results and Discussion
4.1. Distributed Vibration Responses under Load of Passing Train
4.2. Distributed Vibration Response under Footsteps of Intruder
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Nordmark, A. Fire and life safety for underground facilities: Present status of fire and life safety principles related to underground facilities. Tunn. Undergr. Space Technol 1998, 13, 217–269. [Google Scholar] [CrossRef]
- Liu, Z.; Kim, A.K. Review of recent developments in fire detection technologies. J. Fire Prot. Eng. 2003, 13, 129–151. [Google Scholar] [CrossRef]
- Jiang, D.; Zhou, C.; Yang, M.; Li, S.; Wang, H. Research on optic fiber sensing engineering technology. In Proceedings of the 22nd International Conference on Optical Fiber Sensors, Beijing, China, 15–19 October 2012. [Google Scholar]
- Pamukcu, S.; Cheng, L.; Pervizpour, M. Chapter 1—Introduction and overview of underground sensing for sustainable response. In Underground Sensing. Monitoring and Hazard Detection for Environment and Infrastructure, 1st ed.; Pamukcu, S., Cheng, L., Eds.; Academic Press: Cambridge, MA, USA, 2018; pp. 1–42. [Google Scholar]
- Soga, K.; Kechavarzi, C.; Pelecanos, L.; Battista, N.; Williamson, M.; Gue, C.Y.; Murro, V.D.; Elshafie, M.; Monzón-Hernández, D., Sr.; Bustos, E.; et al. Chapter 6—Fiber-optic underground sensor networks. In Underground Sensing. Monitoring and Hazard Detection for Environment and Infrastructure, 1st ed.; Pamukcu, S., Cheng, L., Eds.; Academic Press: Cambridge, MA, USA, 2018; pp. 287–356. [Google Scholar]
- Chen, X.; Li, X.; Zhu, H. Condition evaluation of urban metro shield tunnels in Shanghai through multiple indicators multiple causes model combined with multiple regression method. Undergr. Space Technol. 2019, 85, 170–181. [Google Scholar] [CrossRef]
- Das, S.; Saha, P. A review of some advanced sensors used for health diagnosis of civil engineering structures. Meas. J. Int. Meas. Confed. 2018, 129, 68–90. [Google Scholar] [CrossRef]
- Huang, J.; Zhang, W.; Huang, W.; Huang, W.; Wang, L.; Luo, Y. High-resolution fiber optic seismic sensor array for intrusion detection of subway tunnel. In Proceedings of the 2018 Asia Communications and Photonics Conference (ACP), Hangzhou, China, 26–29 October 2018. [Google Scholar]
- Yu, Z.; Liu, F.; Yuan, Y.; Li, S.; Li, Z. Signal processing for time domain wavelengths of ultra-weak FBGs array in perimeter security monitoring based on spark streaming. Sensors 2018, 18, 2937. [Google Scholar] [CrossRef]
- Hoentsch, J.; Scholz, S. Reliable detection of security camera misalignment in urban rail environments. In Proceedings of the 2018 Joint Rail Conference, JRC 2018, Pittsburgh, PA, USA, 19–20 April 2018. [Google Scholar]
- Catalano, A.; Bruno, F.A.; Galliano, C.; Pisco, M.; Persiano, G.V.; Gutolo, A.; Cusano, A. An optical fiber intrusion detection system for railway security. Sens. Actuators A Phys. 2017, 253, 91–100. [Google Scholar] [CrossRef]
- Esmailzadeh Noghani, F.; Tofighi, S.; Pishbin, N.; Bahrampour, A.R. Fast and high spatial resolution distributed optical fiber sensor. Opt. Laser Technol. 2019, 115, 277–288. [Google Scholar] [CrossRef]
- Motil, A.; Bergman, A.; Tur, M. State of the art of Brillouin fiber-optic distributed sensing. Opt. Laser Technol. 2016, 78, 81–103. [Google Scholar] [CrossRef]
- Hong, C.; Zhang, Y.; Li, G.; Zhang, M.; Liu, Z. Recent progress of using Brillouin distributed fiber optic sensors for geotechnical health monitoring. Sens. Actuators A Phys. 2017, 258, 131–145. [Google Scholar] [CrossRef]
- Gong, H.; Kizil, M.S.; Chen, Z.; Amanzadeh, M.; Yang, B.; Aminossadati, S.M. Advances in fibre optic based geotechnical monitoring systems for underground excavations. Int. J. Min. Sci. Technol. 2017, 29, 229–238. [Google Scholar] [CrossRef]
- Liu, X.; Jin, B.; Bai, Q.; Wang, Y.; Wang, D.; Wang, Y. Distributed fiber-optic sensors for vibration detection. Sensors 2016, 16, 1164. [Google Scholar] [CrossRef]
- He, Z.; Liu, Q.; Fan, X.; Chen, D.; Wang, S.; Yang, G. A review on advances in fiber-optic distributed acoustic sensors (DAS). In Proceedings of the Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018, Hong Kong, China, 29 July–3 August 2018. [Google Scholar]
- Muanenda, Y. Recent advances in distributed acoustic sensing based on phase-sensitive optical time domain reflectometry. J. Sens. 2018, 2018, 3897873. [Google Scholar] [CrossRef]
- Peng, F.; Duan, N.; Rao, Y.; Li, J. Real-time position and speed monitoring of trains using phase-sensitive OTDR. IEEE Photonics Technol. Lett. 2014, 26, 2055–2057. [Google Scholar] [CrossRef]
- He, M.; Feng, L.; Zhao, D. Application of distributed acoustic sensor technology in train running condition monitoring of the heavy-haul railway. Optik 2019, 181, 343–350. [Google Scholar] [CrossRef]
- Catalano, A.; Bruno, F.A.; Pisco, M.; Cutolo, A.; Cusano, A. An intrusion detection system based on the optical fiber technology for the protection of railway assets. In Proceedings of the 18th Conference on Sensors and Microsystems, AISEM 2015, Trento, Italy, 3–5 February 2015. [Google Scholar]
- Catalano, A.; Bruno, F.A.; Pisco, M.; Cutolo, A.; Cusano, A. An intrusion detection system for the protection of railway assets using fiber Bragg grating sensors. Sensors 2014, 14, 18268–18285. [Google Scholar] [CrossRef]
- He, Z.; Liu, Q.; Fan, X.; Chen, D.; Wang, S.; Yang, G. Fiber-optic distributed acoustic sensors (DAS) and applications in railway perimeter security. In Proceedings of the SPIE—The International Society for Optical Engineering, Beijing, China, 11–13 October 2018. [Google Scholar]
- Yang, M.; Bai, W.; Guo, H.; Wen, H.; Yu, H.; Jiang, D. Huge capacity fiber-optic sensing network based on ultra-weak draw tower gratings. Photonic Sens. 2016, 6, 26–41. [Google Scholar] [CrossRef] [Green Version]
- Yang, M.; Li, C.; Mei, Z.; Tang, J.; Guo, H.; Jiang, D. Thousand of fiber grating sensor array based on draw tower: A new platform for fiber-optic sensing. In Proceedings of the Optical Fiber Sensors, OFS 2018, Lausanne, Switzerland, 24–28 September 2018. [Google Scholar]
- Bartelt, H.; Schuster, K.; Unger, S.; Chojetzki, C.; Rothhardt, M.; Latka, I. Single-pulse fiber Bragg gratings and specific coatings for use at elevated temperatures. Appl. Opt. 2007, 46, 3417–3424. [Google Scholar] [CrossRef]
- Ecke, W.; Schmitt, M.W.; Shieh, Y.; Lindner, E.; Willsch, R. Continuous pressure and temperature monitoring in fast rotating paper machine rolls using optical FBG sensor technology. In Proceedings of the 22nd International Conference on Optical Fiber Sensors, Beijing, China, 15–19 October 2012. [Google Scholar]
- Yao, Y.; Li, S.; Li, Z. Structural cracks detection based on distributed weak FBG. In Proceedings of the Optical Fiber Sensors, OFS 2018, Lausanne, Switzerland, 24–28 September 2018. [Google Scholar]
- Bai, W.; Yang, M.; Hu, C.; Dai, J.; Zhong, X.; Huang, S.; Wang, G. Ultra-weak fiber Bragg grating sensing network coated with sensitive material for multi-parameter measurements. Sensors 2017, 17, 1509. [Google Scholar] [CrossRef]
- Zhou, L.; Li, Z.; Xiang, N.; Bao, X. High-speed demodulation of weak fiber Bragg gratings based on microwave photonics and chromatic dispersion. Opt. Lett. 2018, 43, 2430–2433. [Google Scholar] [CrossRef]
- Gan, W.; Li, S.; Li, Z.; Sun, L. Identification of ground intrusion in underground structures based on distributed structural vibration detected by ultra-weak FBG sensing technology. Sensors 2019, 19, 2160. [Google Scholar] [CrossRef]
- Guo, H.; Qian, L.; Zhou, C.; Zheng, Z.; Yuan, Y.; Xu, R.; Jiang, D. Crosstalk and ghost gratings in a large-scale weak fiber Bragg grating array. J. Lightwave Technol. 2017, 35, 2032–2036. [Google Scholar] [CrossRef]
- Guo, H.; Liu, F.; Yuan, Y.; Yu, H.; Yang, M. Ultra -weak FBG and its refractive index distribution in the drawing optical fiber. Opt. Express 2015, 23, 4829–4838. [Google Scholar] [CrossRef]
- Gui, X.; Li, Z.; Wang, F.; Wang, Y.; Wang, C.; Zeng, S.; Yu, H. Distributed sensing technology of high-spatial resolution based on dense ultra-short FBG array with large multiplexing capacity. Opt. Express 2017, 25, 28112–28122. [Google Scholar]
- Liu, S.; Ding, L.; Guo, H.; Zhou, A.; Zhou, C.; Qian, L.; Yu, H.; Jiang, D. Thermal stability of drawing-tower grating written in a single mode fiber. J. Lightwave Technol. 2019, 37, 3073–3077. [Google Scholar] [CrossRef]
- Li, Z.; Tong, Y.; Fu, X.; Wang, J.; Guo, Q.; Yu, H.; Bao, X. Simultaneous distributed static and dynamic sensing based on ultra-short fiber Bragg gratings. Opt. Express 2018, 26, 17437–17446. [Google Scholar] [CrossRef]
- Tong, Y.; Li, Z.; Wang, J.; Wang, H.; Yu, H. High-speed Mach-Zehnder-OTDR distributed optical fiber vibration sensor using medium-coherence laser. Photonic Sens. 2018, 8, 203–212. [Google Scholar] [CrossRef]
- Chuang, W.H.; Tam, H.Y.; Wai, P.K.A.; Khandelwal, A. Time- and wavelength-division multiplexing of FBG sensors using a semiconductor optical amplifier in ring cavity configuration. IEEE Photonics Technol. Lett. 2005, 17, 2709–2711. [Google Scholar] [CrossRef]
- Luo, Z.; Wen, H.; Guo, H.; Yang, M. A time- and wavelength-division multiplexing sensor network with ultra-weak fiber Bragg gratings. Opt. Express 2013, 21, 22799–22807. [Google Scholar] [CrossRef] [Green Version]
Comparisons | Case 1 | Case 2 | Case 3 | Case 4 |
---|---|---|---|---|
Maximum | 13.18 | 16.11 | 17.09 | 12.21 |
Mode 1 | 10.74 | 11.23 | 11.23 | 10.25 |
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Nan, Q.; Li, S.; Yao, Y.; Li, Z.; Wang, H.; Wang, L.; Sun, L. A Novel Monitoring Approach for Train Tracking and Incursion Detection in Underground Structures Based on Ultra-Weak FBG Sensing Array. Sensors 2019, 19, 2666. https://doi.org/10.3390/s19122666
Nan Q, Li S, Yao Y, Li Z, Wang H, Wang L, Sun L. A Novel Monitoring Approach for Train Tracking and Incursion Detection in Underground Structures Based on Ultra-Weak FBG Sensing Array. Sensors. 2019; 19(12):2666. https://doi.org/10.3390/s19122666
Chicago/Turabian StyleNan, Qiuming, Sheng Li, Yiqiang Yao, Zhengying Li, Honghai Wang, Lixing Wang, and Lizhi Sun. 2019. "A Novel Monitoring Approach for Train Tracking and Incursion Detection in Underground Structures Based on Ultra-Weak FBG Sensing Array" Sensors 19, no. 12: 2666. https://doi.org/10.3390/s19122666