• 제목/요약/키워드: distributed optical fiber sensing

검색결과 34건 처리시간 0.03초

딥러닝 기반 광섬유 분포 음향·진동 계측기술을 활용한 장거리 외곽 침입감지 시스템 개발 (Development of Long-perimeter Intrusion Detection System Aided by deep Learning-based Distributed Fiber-optic Acoustic·vibration Sensing Technology)

  • 김희운;이주영;정효영;김영호;권준혁;기송도;김명진
    • 센서학회지
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    • 제31권1호
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    • pp.24-30
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    • 2022
  • Distributed fiber-optic acoustic·vibration sensing technology is becoming increasingly popular in many industrial and academic areas such as in securing large edifices, exploring underground seismic activity, monitoring oil well/reservoir, etc. Long-range perimeter intrusion detection exemplifies an application that not only detects intrusion, but also pinpoints where it happens and recognizes kinds of threats made along the perimeter where a single fiber cable was installed. In this study, we developed a distributed fiber-optic sensing device that measures a distributed acoustic·vibration signature (pattern) for intrusion detection. In addition, we demontrate the proposed deep learning algorithm and how it classifies various intrusion events. We evaluated the sensing device and deep learning algorithm in a practical testbed setup. The evaluation results confirm that the developed system is a promising intrusion detection system for long-distance and seamless recognition requirements.

Characterizing the strain transfer on the sensing cable-soil interface based on triaxial testing

  • Wu, Guan-Zhong;Zhang, Dan;Shan, Tai-Song;Shi, Bin;Fang, Yuan-Jiang;Ren, Kang
    • Smart Structures and Systems
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    • 제30권1호
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    • pp.63-74
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    • 2022
  • The deformation coordination between a rock/soil mass and an optical sensing cable is an important issue for accurate deformation monitoring. A stress-controlled triaxial apparatus was retrofitted by introducing an optical fiber into the soil specimen. High spatial resolution optical frequency domain reflectometry (OFDR) was used for monitoring the strain distribution along the axial direction of the specimen. The results were compared with those measured by a displacement meter. The strain measured by the optical sensing cable has a good linear relationship with the strain calculated by the displacement meter for different confining pressures, which indicates that distributed optical fiber sensing technology is feasible for soil deformation monitoring. The performance of deformation coordination between the sensing cable and the soil during unloading is higher than that during loading based on the strain transfer coefficients. Three hypothetical strain distributions of the triaxial specimen are proposed, based on which theoretical models of the strain transfer coefficients are established. It appears that the parabolic distribution of specimen strain should be more reasonable by comparison. Nevertheless, the strain transfer coefficients obtained by the theoretical models are higher than the measured coefficients. On this basis, a strain transfer model considering slippage at the interface of the sensing cable and the soil is discussed.

Performance monitoring of offshore PHC pipe pile using BOFDA-based distributed fiber optic sensing system

  • Zheng, Xing;Shi, Bin;Zhu, Hong-Hu;Zhang, Cheng-Cheng;Wang, Xing;Sun, Meng-Ya
    • Geomechanics and Engineering
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    • 제24권4호
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    • pp.337-348
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    • 2021
  • Brillouin Optical Frequency Domain Analysis (BOFDA) is a distributed fiber optic sensing (DFOS) technique that has unique advantages for performance monitoring of piles. However, the complicated production process and harsh operating environment of offshore PHC pipe piles make it difficult to apply this method to pile load testing. In this study, sensing cables were successfully pre-installed into an offshore PHC pipe pile directly for the first time and the BOFDA technique was used for in-situ monitoring of the pile under axial load. High-resolution strain and internal force distributions along the pile were obtained by the BOFDA sensing system. A finite element analysis incorporating the Degradation and Hardening Hyperbolic Model (DHHM) was carried out to evaluate and predict the performance of the pile, which provides an improved insight into the offshore pile-soil interaction mechanism.

광섬유 브래그 격자 센서가 있는 광섬유 라인에 라만 OTDR을 이용한 분포 온도 및 변형률 측정 가능성에 대한 연구 (Measurement of Distributed Temperature and Strain Using Raman OTDR with a Fiber Line Including Fiber Bragg Grating Sensors)

  • 권일범;변종현;전민용
    • 비파괴검사학회지
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    • 제36권6호
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    • pp.443-450
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    • 2016
  • 한 개의 감지 광섬유 라인으로 분포 온도와 몇 개의 변형률을 측정할 수 있는 새로운 광섬유 센서 연구를 수행하였다. 분포 온도는 감지 광섬유의 라만 안티-스토크스 산란광을 시간영역 반사계(OTDR: optical time domain reflectometry)로 측정하고, 변형률은 광섬유 브래그 격자(FBG: fiber Bragg grating)를 사용하여 측정하였다. 분포 온도는 4 km의 단일 모드 광섬유의 감지 광섬유로부터 안티-스토크스 후방 산란광을 양방향에서 취득하고 새로이 고안된 수식으로 온도를 계산하였다. 온도 실험은 감지 광섬유의 중간쯤에서 약 50 m의 광섬유 부분의 온도를 $30^{\circ}C$부터 $70^{\circ}C$까지 $10^{\circ}C$ 간격으로 변화시키면서 실험한 결과 온도 측정 오차 범위는 $0.50^{\circ}C$이하로 확인되었다. 또한 감지 광섬유에 설치된 FBG는 변위 스테이지로 변형시키고 파장 변화를 광학 스펙트럼 분석기로 측정한 결과 각각 0.10 nm, 0.17 nm, 0.29 nm, and 0.00 nm를 얻었다. 이러한 파장 이동은 각각 $85.76{\mu}{\epsilon}$, $145.55{\mu}{\epsilon}$, $247.86{\mu}{\epsilon}$, $0.00{\mu}{\epsilon}$에 해당되었다.

분포형 광음향센싱 기반 부분방전 모니터링 기술 연구 (Partial Discharge Monitoring Technology based on Distributed Acoustic Sensing)

  • 김희운;이주영;정효영;김영호;김명진
    • 센서학회지
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    • 제31권6호
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    • pp.441-447
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    • 2022
  • This study describes a novel method for detecting and measuring partial discharge (PD) on an electrical facility such as an insulated power cable or switchgear using fiber optic sensing technology, and a distributed acoustic sensing (DAS) system. This method has distinct advantages over traditional PD sensing techniques based on an electrical method, including immunity to electromagnetic interference (EMI), long range detection, simultaneous detection for multiple points, and exact location. In this study, we present a DAS system for PD detection with performance evaluation and experimental results in a simulated environment. The results show that the system can be applied to PD detection.

Temperature Compensation of a Strain Sensing Signal from a Fiber Optic Brillouin Optical Time Domain Analysis Sensor

  • Kwon, Il-Bum;Kim, Chi-Yeop;Cho, Seok-Beom;Lee, Jung-Ju
    • Journal of the Optical Society of Korea
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    • 제7권2호
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    • pp.106-112
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    • 2003
  • In order to do continuous health monitoring of large structures, it is necessary that the distributed sensing of strain and temperature of the structures be measured. So, we present the temperature compensation of a signal from a fiber optic BOTDA (Brillouin Optical Time Domain Analysis) sensor. A fiber optic BOTDA sensor has good performance of strain measurement. However, the signal of a fiber optic BOTDA sensor is influenced by strain and temperature. Therefore, we applied an optical fiber on the beam as follows: one part of the fiber, which is sensitive to the strain and the temperature, is bonded on the surface of the beam and another part of the fiber, which is only sensitive to the temperature, is located nearby the strain sensing fiber. Therefore, the strains can be determined from the strain sensing fiber while compensating for the temperature from the temperature sensing fiber. These measured strains were compared with the strains from electrical strain gages. After temperature compensation, it was concluded that the strains from the fiber optic BOTDA sensor had good coincidence with those values of the conventional electrical strain gages.

Research on Damage Identification of Buried Pipeline Based on Fiber Optic Vibration Signal

  • Weihong Lin;Wei Peng;Yong Kong;Zimin Shen;Yuzhou Du;Leihong Zhang;Dawei Zhang
    • Current Optics and Photonics
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    • 제7권5호
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    • pp.511-517
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    • 2023
  • Pipelines play an important role in urban water supply and drainage, oil and gas transmission, etc. This paper presents a technique for pattern recognition of fiber optic vibration signals collected by a distributed vibration sensing (DVS) system using a deep learning residual network (ResNet). The optical fiber is laid on the pipeline, and the signal is collected by the DVS system and converted into a 64 × 64 single-channel grayscale image. The grayscale image is input into the ResNet to extract features, and finally the K-nearest-neighbors (KNN) algorithm is used to achieve the classification and recognition of pipeline damage.

Distributed optical fiber sensors for integrated monitoring of railway infrastructures

  • Minardo, Aldo;Coscetta, Agnese;Porcaro, Giuseppe;Giannetta, Daniele;Bernini, Romeo;Zeni, Luigi
    • Structural Monitoring and Maintenance
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    • 제1권2호
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    • pp.173-182
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    • 2014
  • We describe the application of a distributed optical fiber sensor based on stimulated Brillouin scattering, as an integrated system for safety monitoring of railway infrastructures. The strain distribution was measured statically and dynamically along 60 meters of rail track, as well as along a 3-m stone arch bridge. We show that, gluing an optical fiber along the rail track, traffic monitoring can be performed in order to identify the train passage over the instrumented sector and determine its running conditions. Furthermore, dynamic and static strain measurements on a rail bridge are reported, aimed to detect potential structural defects. The results indicate that distributed sensing technology represents a valuable tool in railway traffic and safety monitoring.

BOTDA based water-filling and preloading test of spiral case structure

  • Cui, Heliang;Zhang, Dan;Shi, Bin;Peng, Shusheng
    • Smart Structures and Systems
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    • 제21권1호
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    • pp.27-35
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    • 2018
  • In the water-filling and preloading test, the sensing cables were installed on the surface of steel spiral case and in the surrounding concrete to monitor the strain distribution of several cross-sections by using Brillouin Optical Time Domain Analysis (BOTDA), a kind of distributed optical fiber sensing (DOFS) technology. The average hoop strain of the spiral case was about $330{\mu}{\varepsilon}$ and $590{\mu}{\varepsilon}$ when the water-filling pressure in the spiral case was 2.6 MPa and 4.1 MPa. The difference between the measured and the calculated strain was only about $50{\mu}{\varepsilon}$. It was the first time that the stress adjustment of the spiral case was monitored by the sensing cable when the pressure was increased to 1 MPa and the residual strain of $20{\mu}{\varepsilon}$ was obtained after preloading. Meanwhile, the shrinkage of $70{\sim}100{\mu}{\varepsilon}$ of the surrounding concrete was effectively monitored during the depressurization. It is estimated that the width of the gap between the steel spiral case and the surrounding concrete was 0.51 ~ 0.75 mm. BOTDA based distributed optical fiber sensing technology can obtain continuous strain of the structure and it is more reliable than traditional point sensor. The strain distribution obtained by BOTDA provides strong support for the design and optimization of the spiral case structure.

분포온도 계측을 위한 광파이버 온도센서 시스템에 관한 연구 (The study on the fiber optic sensor for the distributed temperature measurement)

  • 이광진;최성구;노도환
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.1746-1749
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    • 1997
  • A distributed optical fiber temperature sensor can continually monitor the measurand at every point along of its fiber length. It is based on OTDR technics which used extreamlly weak backward scattered light called Raman scattering. When the Pulsed high intensity laser light injected into the optical fiber there are several kind of backscattered light such as Rayleigh, Stokes, and anti-Stokes, etc. caused by impurities molecular vibrations. The temperature distribution is derived form the intensity ratio Raman scatted light-Stokes versus anti-Stokes-and the time function between light injection and signal detection. It is shown that the priniciple of distributed sensing, the system desing, and the result of experiments.

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