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Xia M, Tang X, Wang Y, Li C, Wei Y, Zhang J, Jiang T, Dong Y. OPGW positioning and early warning method based on a Brillouin distributed optical fiber sensor and machine learning. APPLIED OPTICS 2023; 62:1557-1566. [PMID: 36821317 DOI: 10.1364/ao.479772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
A method of optical fiber composite overhead ground wire (OPGW) positioning based on a Brillouin distributed optical fiber sensor and machine learning is proposed. A distributed Brillouin optical time-domain reflectometry (BOTDR) and Brillouin optical time-domain analyzer (BOTDA) are designed, where the ranges of BOTDR and the BOTDA are 110 km and 125 km, respectively. An unsupervised machine learning method density-based spatial clustering of applications with noise (DBSCAN) is proposed to automatically identify the splicing point based on the Brillouin frequency shift (BFS) difference of adjacent sections. An adaptive parameter selection method based on k-distance is adapted to overcome the parameter sensitivity. The validity of the proposed DBSCAN algorithm is greater than 96%, which is evaluated by three commonly external validation indices with five typical BFS curves. According to the clustering results of different fiber cores and the tower schedule of the OPGW, the connecting towers are distinguished, which is proved as a 100% recognition rate. According to the identification results of different fiber cores of both the OPGW cables and tower schedule, the connecting towers can be distinguished, and the distributed strain information is extracted directly from the BFS to strain. The abnormal region is positioned and warned according to the distributed strain measurements. The method proposed herein significantly improves the efficiency of fault positioning and early warning, which means a higher operational reliability of the OPGW cables.
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Ma S, Pang Y, Ji Q, Zhao X, Li Y, Qin Z, Liu Z, Xu Y. High-Temperature Sensing Based on GAWBS In Silica Single-Mode Fiber. SENSORS (BASEL, SWITZERLAND) 2023; 23:1277. [PMID: 36772317 PMCID: PMC9920898 DOI: 10.3390/s23031277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/14/2023] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
High temperature detection is a constant challenge for condition monitoring under harsh environments in optical fiber sensors research. In this study, the temperature response characteristics of guided acoustic wave Brillouin scattering (GAWBS) spectra in silica single-mode fiber (SMF) up to 800 °C are experimentally investigated, demonstrating the feasibility of the method for high-temperature monitoring. With increasing temperature, the resonance frequency of GAWBS spectra increases in a nearly linear manner, with linearly fitted temperature-dependent frequency shift coefficients of 8.19 kHz/°C for TR2,7 mode and 16.74 kHz/°C for R0,4 mode. More importantly, the linewidth of the GAWBS spectra is observed to narrow down with increasing temperature with a linearly fitted rate of -6.91 × 10-4/°C for TR2,7 modes and -8.56 × 10-4/°C for R0,4 modes. The signal-to-noise ratio of the GAWBS spectra induced by both modes increase by more than 3 dB when the temperature rises from 22 °C to 800 °C, which indicates that the proposed sensing scheme has better performance in high-temperature environments, and are particularly suitable for sensing applications in extreme environments. This study confirms the potential of high-temperature sensing using only GAWBS in silica fibers without any complex micromachining process, which has the advantages of strong mechanical strength, simple structure, easy operation, and low cost.
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Affiliation(s)
- Shaonian Ma
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
| | - Yuxi Pang
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
| | - Qiang Ji
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
| | - Xian Zhao
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
| | - Yongfu Li
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
| | - Zengguang Qin
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
- School of Information Science and Engineering, Shandong University, Qingdao 266237, China
| | - Zhaojun Liu
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
- School of Information Science and Engineering, Shandong University, Qingdao 266237, China
| | - Yanping Xu
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China
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Xu P, Guo H, Wang X, Shen L, Wen K, Sun Y, Ba D, Dong Y, Dong X, Yang J, Qin Y. Ring-core few-mode fiber and DPP-BOTDA-based distributed large-curvature sensing eligible for shape reconstruction. OPTICS EXPRESS 2022; 30:42553-42563. [PMID: 36366707 DOI: 10.1364/oe.473974] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
This study proposes a distributed large-curvature sensor based on ring-core few-mode fiber (RC-FMF) and differential pulse-pair Brillouin optical time-domain analysis (DPP-BOTDA). The RC-FMF is adhered to a thin steel substrate and an asymmetric hump shape is reconstructed using the Frenet-Serret algorithm. The proposed curvature sensor demonstrates a larger curvature-sensing range, excellent tolerance to bending-induced optical loss, and increased Brillouin gain coefficient. The proposed sensor also demonstrates longer sensing distance and continuous absolute measurement compared to other sensors. The proposed model can be applied to the end tracking of soft robotics and structural health monitoring of civil infrastructures.
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Hueso JL, Mallada R, Santamaria J. Gas-solid contactors and catalytic reactors with direct microwave heating: Current status and perspectives. Catal Today 2022. [DOI: 10.1016/j.cattod.2022.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Low-Frequency Vibration Sensor with Dual-Fiber Fabry–Perot Interferometer Using a Low-Coherence LED. CRYSTALS 2022. [DOI: 10.3390/cryst12081079] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In this paper, we propose a dual-fiberoptic Fabry–Perot interferometer (FFPI) sensing system integrated with a low-cost and low-coherence light-emitting diode (LED) as a light source to detect dynamic vibration caused by acoustic waves with a cut-off frequency of 200 Hz. When the acoustic signals are applied, the sensing FFPI on a Styrofoam sheet provides the function of partially transforming the longitudinal energy as the transverse energy generates a phase shift in the sensing FFPI cavity. The light reflected from the sensor is demodulated by the reference FFPI to extract the measurand. The low-power (sub-nW) optical signals are transferred into electrical signals, processed by a designed optical receiver, and recorded for data analysis.
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Ma S, Xu Y, Pang Y, Zhao X, Li Y, Qin Z, Liu Z, Lu P, Bao X. Optical Fiber Sensors for High-Temperature Monitoring: A Review. SENSORS (BASEL, SWITZERLAND) 2022; 22:5722. [PMID: 35957279 PMCID: PMC9371153 DOI: 10.3390/s22155722] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 05/31/2023]
Abstract
High-temperature measurements above 1000 °C are critical in harsh environments such as aerospace, metallurgy, fossil fuel, and power production. Fiber-optic high-temperature sensors are gradually replacing traditional electronic sensors due to their small size, resistance to electromagnetic interference, remote detection, multiplexing, and distributed measurement advantages. This paper reviews the sensing principle, structural design, and temperature measurement performance of fiber-optic high-temperature sensors, as well as recent significant progress in the transition of sensing solutions from glass to crystal fiber. Finally, future prospects and challenges in developing fiber-optic high-temperature sensors are also discussed.
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Affiliation(s)
- Shaonian Ma
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China; (S.M.); (Y.P.); (X.Z.); (Y.L.)
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
| | - Yanping Xu
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China; (S.M.); (Y.P.); (X.Z.); (Y.L.)
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
| | - Yuxi Pang
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China; (S.M.); (Y.P.); (X.Z.); (Y.L.)
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
| | - Xian Zhao
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China; (S.M.); (Y.P.); (X.Z.); (Y.L.)
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
| | - Yongfu Li
- Center for Optics Research and Engineering, Shandong University, Qingdao 266237, China; (S.M.); (Y.P.); (X.Z.); (Y.L.)
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
| | - Zengguang Qin
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
- School of Information Science and Engineering, Shandong University, Qingdao 266237, China
| | - Zhaojun Liu
- Key Laboratory of Laser and Infrared System of Ministry of Education, Shandong University, Qingdao 266237, China; (Z.Q.); (Z.L.)
- School of Information Science and Engineering, Shandong University, Qingdao 266237, China
| | - Ping Lu
- National Research Council Canada, 100 Sussex Drive, Ottawa, ON K1A 0R6, Canada;
| | - Xiaoyi Bao
- Physics Department, University of Ottawa, 25 Templeton Street, Ottawa, ON K1N 6N5, Canada;
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Xu B, He J, Du B, Xiao X, Xu X, Fu C, He J, Liao C, Wang Y. Femtosecond laser point-by-point inscription of an ultra-weak fiber Bragg grating array for distributed high-temperature sensing. OPTICS EXPRESS 2021; 29:32615-32626. [PMID: 34615327 DOI: 10.1364/oe.437479] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 09/14/2021] [Indexed: 06/13/2023]
Abstract
Ultra-weak fiber Bragg grating (UWFBG) arrays are key elements for constructing large-scale quasi-distributed sensing networks for structural health monitoring. Conventional methods for creating UWFBG arrays are based on in-line UV exposure during fiber drawing. However, the UV-induced UWFBG arrays cannot withstand a high temperature above 450 °C. Here, we report for the first time, to the best of our knowledge, a new method for fabricating high-temperature-resistant UWFBG arrays by using a femtosecond laser point-by-point (PbP) technology. UWFBGs with a low peak reflectivity of ∼ - 45 dB (corresponding to ∼ 0.0032%) were successfully fabricated in a conventional single-mode fiber (SMF) by femtosecond laser PbP inscription through fiber coating. Moreover, the influences of grating length, laser pulse energy, and grating order on the UWFBGs were studied, and a grating length of 1 mm, a pulse energy of 29.2 nJ, and a grating order of 120 were used for fabricating the UWFBGs. And then, a long-term high-temperature annealing was carried out, and the results show that the UWFBGs can withstand a high temperature of 1000 °C and have an excellent thermal repeatability with a sensitivity of 18.2 pm/°C at 1000 °C. A UWFBG array consisting of 200 identical UWFBGs was successfully fabricated along a 2 m-long conventional SMF with an interval of 10 mm, and interrogated with an optical frequency domain reflectometer (OFDR). Distributed high-temperature sensing up to 1000 °C was demonstrated by using the fabricated UWFBG array and OFDR demodulation. As such, the proposed femtosecond laser-inscribed UWFBG array is promising for distributed high-temperature sensing in hash environments, such as aerospace vehicles, nuclear plants, and smelting furnaces.
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Xu P, Yu X, Chen Z, Sheng L, Liu J, Zhou S, Wen K, Xu O, Dong X, Yang J, Qin Y. Distributed refractive index sensing based on bending-induced multimodal interference and Rayleigh backscattering spectrum. OPTICS EXPRESS 2021; 29:21530-21538. [PMID: 34265938 DOI: 10.1364/oe.430637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 06/13/2021] [Indexed: 06/13/2023]
Abstract
A distributed refractive index (RI) sensor based on high-performance optical frequency domain reflectometry was developed by bending a piece of standard single-mode fiber to excite sets of higher-order modes that penetrate the surrounding medium. External variations in RI modifies the profiles of the sets of excited higher-order modes, which are then partially coupled back into the fiber core and interfere with the fundamental mode. Accordingly, the fundamental mode carries the outer varied RI information, and RI sensing can be achieved by monitoring the wavelength shift of the local Rayleigh backscattered spectra. In the experiment, an RI sensitivity of 39.08 nm/RIU was achieved by bending a single-mode fiber to a radius of 4 mm. Additionally, the proposed sensor maintains its buffer coating intact, which boosts its practicability and application adaptability.
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Sensing Properties of Fused Silica Single-Mode Optical Fibers Based on PPP-BOTDA in High-Temperature Fields. SENSORS 2019; 19:s19225021. [PMID: 31752078 PMCID: PMC6891625 DOI: 10.3390/s19225021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 11/05/2019] [Accepted: 11/12/2019] [Indexed: 11/28/2022]
Abstract
The strain of fiber-reinforced polymer (FRP) bars at high temperatures is currently difficult to measure. To overcome this difficulty, a method of smart FRP bars embedded with optical fibers was proposed and studied, in which an ordinary single-mode optical fiber was applied as a distributed sensor. In this paper, both the distributed temperature and strain-sensing characteristics of optical fiber were studied based on pulse pre-pump Brillouin optical time-domain analysis (PPP-BOTDA) under high temperature. The temperature and strain coefficients were investigated under a thermomechanical coupling environment with consideration of large strain levels. The experimental results show that the temperature and strain coefficients decreased as the temperature increased, because the properties of silica and coating materials changed with temperature. Then, the formulas for determining the temperature and strain coefficients at high temperatures were introduced and discussed. The excellent sensing performance of the optical fiber indicated that smart FRP bars have the potential for use at high temperatures.
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Xu P, Xu O, Dong X, Yang J, Qin Y. Investigation of the effect of gold coating of gold-coated fiber on distributed strain measurement by differential pulse pair Brillouin optical-time analysis. APPLIED OPTICS 2019; 58:8376-8382. [PMID: 31873317 DOI: 10.1364/ao.58.008376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 09/25/2019] [Indexed: 06/10/2023]
Abstract
Gold-coated fiber (GCF) shows the potential to sense strain at high temperature owing to the hermeticity of gold coating that prevents hydrogen penetration. Nevertheless, there are trivial details of the gold coating of GCF that need to be addressed before using GCF to measure strain at high temperature. In this study, we thoroughly investigate the effect of the gold coating of GCF on strain measurement both at room temperature and high temperature up to 700°C with differential pulse pair Brillouin optical-time analysis (DPP-BOTDA). Owing to the inhomogeneity of gold coating induced by the manufacturing process, it is necessary to select the GCF with the gold coating of better homogeneity via DPP-BOTDA. Due to the residual stress that solidified in the GCF during the cooling process of coating, the GCF would first undergo plastic deformation and then elastic deformation in the strain measurement. After one-time strain measurement to remove the residual stress of GCF, the standard deviation of the strain coefficients at room temperature and high temperature are $ \pm {0.5}\% $±0.5% and $ \pm {1.3}\% $±1.3%, respectively, which is mainly due to the nonuniform thickness of the gold coating and the nonuniformity of silica fiber at high temperature.
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Xu P, Ba D, He W, Hu H, Dong Y. Distributed Brillouin optical fiber temperature and strain sensing at a high temperature up to 1000 °C by using an annealed gold-coated fiber. OPTICS EXPRESS 2018; 26:29724-29734. [PMID: 30469933 DOI: 10.1364/oe.26.029724] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 10/07/2018] [Indexed: 06/09/2023]
Abstract
In this study, the distributed temperature and strain sensing with an annealed single mode gold-coated optical fiber over a wide temperature range up to 1000 °C is demonstrated by using the differential pulse pair (DPP) Brillouin optical time domain analysis (BOTDA). Owing to the protection provided by the gold coating, the fiber can withstand high temperature environments and maintain a high strength, which enables the gold-coated fiber acting as a repeatable high-temperature sensor. After annealing twice to remove the internal stress, the temperature coefficient of the gold-coated fiber is stable and consistent with a nonlinear function. Owing to the residual stress accumulated during the cooling process of coating and the low yield strength of gold, a pre-pulling test is essential to measure the strain of a gold-coated fiber. An equal axial force model is used to recalculate the strain distribution induced by the large temperature difference within the furnace. The high-temperature strain coefficient of an annealed gold-coated fiber decreases with temperature, i.e. from ~0.046 MHz/με at 100 °C to ~0.022 MHz/με at 1000 °C, mainly due to the increase in Young's modulus of silica with temperature. To the best of our knowledge, this is the first time that an annealed gold-coated fiber has been applied for distributed high-temperature strain sensing, which demonstrates the potential applications for strain monitoring in complex, high-temperature devices such as jet engines or turbines.
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Dang Y, Zhao Z, Tang M, Zhao C, Gan L, Fu S, Liu T, Tong W, Shum PP, Liu D. Towards large dynamic range and ultrahigh measurement resolution in distributed fiber sensing based on multicore fiber. OPTICS EXPRESS 2017; 25:20183-20193. [PMID: 29041702 DOI: 10.1364/oe.25.020183] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 07/23/2017] [Indexed: 06/07/2023]
Abstract
Featuring a dependence of Brillouin frequency shift (BFS) on temperature and strain changes over a wide range, Brillouin distributed optical fiber sensors are however essentially subjected to the relatively poor temperature/strain measurement resolution. On the other hand, phase-sensitive optical time-domain reflectometry (Φ-OTDR) offers ultrahigh temperature/strain measurement resolution, but the available frequency scanning range is normally narrow thereby severely restricts its measurement dynamic range. In order to achieve large dynamic range and high measurement resolution simultaneously, we propose to employ both the Brillouin optical time domain analysis (BOTDA) and Φ-OTDR through space-division multiplexed (SDM) configuration based on the multicore fiber (MCF), in which the two sensors are spatially separately implemented in the central core and a side core, respectively. As a proof of concept, the temperature sensing has been performed for validation with 2.5 m spatial resolution over 1.565 km MCF. Large temperature range (10 °C) has been measured by BOTDA and the 0.1 °C small temperature variation is successfully identified by Φ-OTDR with ~0.001 °C resolution. Moreover, the temperature changing process has been recorded by continuously performing the measurement of Φ-OTDR with 80 s frequency scanning period, showing about 0.02 °C temperature spacing at the monitored profile. The proposed system enables the capability to see finer and/or farther upon requirement in distributed optical fiber sensing.
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