Improved wavelet modulus maximum method for distributed optical fiber temperature sensing

被引:1
|
作者
Fu, Haiwei [1 ]
Zhang, Ze [1 ]
Yan, Xinyu [1 ]
Wang, Xiaoling [1 ]
Zhao, Ziliang [1 ]
机构
[1] Xian Shiyou Univ, Shaanxi Engn Res Ctr Oil & Gas Resource Opt Fiber, Shaanxi Key Lab Measurement & Control Technol Oil, Xian, Peoples R China
关键词
distributed optical fiber sensing; wavelet analysis; wavelet modulus maximum; 3sigm criterion; OIL;
D O I
10.1117/1.OE.61.11.116109
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The temperature measurement accuracy of the Raman distributed optical fiber temperature sensing system is an important metric. Aimed at the reduction of the temperature measurement error, which is caused by the noises in the sensor system, an improved wavelet modulus maximum method, which combine the 3sigm criterion with the traditional wavelet modulus maximum algorithm is proposed. In this proposed algorithm, the 3sigm value is used as the threshold for the highest decomposition layer of the wavelet modulus maximum method to judge whether it is a signal or noise, instead of using the ratio of the modulus maximum of the highest decomposition level to the number of decomposition levels to determine the threshold. We conduct distributed temperature measurement on a 10-km long multimode fiber, and analyze the experimental data by using the improved algorithm. The results show that the temperature measurement fluctuation obtained by improved method is 0.497 degrees C on average. It is better than the 1.13 degrees C that is obtained by the traditional wavelet modulus maximum algorithm. Compared with the traditional algorithms, the 3sigm criterion algorithm has improved the temperature measurement accuracy significantly. The improved algorithm provides a new idea for the selection of the threshold value, which makes the threshold selection more statistically.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Distributed Temperature Sensing in Polymer Optical Fiber by BOFDA
    Minardo, Aldo
    Bernini, Romeo
    Zeni, Luigi
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2014, 26 (04) : 387 - 390
  • [2] Application of wavelet decomposition in distributed optic fiber temperature sensing system
    Wang, YT
    Lv, ZY
    Hou, PG
    Tao, Y
    Ge, WQ
    ICEMI 2005: Conference Proceedings of the Seventh International Conference on Electronic Measurement & Instruments, Vol 6, 2005, : 142 - 145
  • [3] Brillouin Frequency Shift Extraction Method for Distributed Optical Fiber Temperature Sensing System
    Wang Ting
    Tian Feng
    Tang Wenqing
    Cui Yansong
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (17)
  • [4] A Sewer Detection Method Based on Fiber-Optic Distributed Temperature Sensing and Wavelet Based Denoising
    Yin, Hailong
    Wu, Wenxuan
    Hu, Yiyang
    Wei, Qing
    Qi, Haiyue
    Tongji Daxue Xuebao/Journal of Tongji University, 2024, 52 (12): : 1947 - 1954
  • [5] Application of wavelet transform in distributed optical fiber temperature sensor system
    Hou, PG
    Zheng, LJ
    Zhang, YH
    Wang, YT
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 3, 2002, : 733 - 737
  • [6] Mass Flow Monitoring by Distributed Fiber Optical Temperature Sensing
    Jderu, Alin
    Enachescu, Marius
    Ziegler, Dominik
    SENSORS, 2019, 19 (19)
  • [7] Advances in Brillouin based distributed optical fiber temperature sensing
    Li, YQ
    Zhang, FC
    He, YJ
    Zhi, Y
    Yoshino, T
    Advanced Sensor Systems and Applications II Pt 1and 2, 2004, 5634 : 232 - 240
  • [8] Optical Fiber Sensing textile for Temperature and Strain Distributed Measurment
    Biondi, Andres M.
    Guo, Xuo
    Zhou, Jingcheng
    Tang, Qixiang
    Ghandi, Harshnareshkumar
    Goplan, Balaji
    Hanna, Thomas
    Ivey, Jackson
    Yu, Tzuyang
    Wang, Xingwei
    Yu, Tzu-Yang
    Gyekenyesi, Andrew L.
    NONDESTRUCTIVE CHARACTERIZATION AND MONITORING OF ADVANCED MATERIALS, AEROSPACE, CIVIL INFRASTRUCTURE, AND TRANSPORTATION XV, 2021, 11592
  • [9] Optical fiber distributed sensing for high temperature superconductor magnets
    Scurti, Federico
    Schwartz, Justin
    2017 25TH INTERNATIONAL CONFERENCE ON OPTICAL FIBER SENSORS (OFS), 2017, 10323
  • [10] A Calibration Method for Distributed Optical Fiber Temperature Sensor
    Chen, Le
    Zhang, Xiaoli
    Song, Yan
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 2774 - 2777