Distributed vibration sensing;
Frequency domain cumulative averaging;
Weak vibration detection and localization;
PHI-OTDR SYSTEM;
NOISE;
ENHANCEMENT;
SNR;
D O I:
10.1016/j.yofte.2024.103834
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:
Accurate detection of weak vibration signals by distributed vibration sensing (DVS) system plays an important role in early warning of large infrastructures. In this paper, a frequency domain cumulative averaging (FDCA) algorithm is proposed to overcome the problem that weak vibrations cannot be identified and localized when the signal-to-noise ratio (SNR) of the weak vibration signals is less than or equal to 1. The proposed method periodically truncates the weak vibration signal in the time domain and performs power spectrum estimation separately. Subsequently, the power spectrum obtained in the frequency domain is cumulatively averaged to improve the SNR of the weak vibration signal and reduce the spectral variance. Finally, the averaged spectrum obtained at each position is used to construct a three-dimensional spectrogram of position-frequency-spectral power, which allows the identification of weak vibration signals with high spatial resolution. The experimental results well demonstrate that the proposed method can detect weak vibration signals acting on a sensing fiber with a length of 1 m, and the SNR is improved by 6.9 dB. In addition, the proposed method is further used for the detection of weak vibration signals generated by self-oscillation and external excitation in simply supported beams. Moreover, we theoretically and experimentally illustrate that there is a good inverse relationship between the amplitude of the weak vibration signals and the length of the sensing fiber. The proposed method can well improve the monitoring capability of the DVS system in weak vibration signals such as hydroacoustic signals and pipeline microleakage.
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ningxia Key Lab Intelligent Informat & Big Data Pr, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ma, Shaojuan
Liu, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Liu, Yuan
Ma, Xiaoyan
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ma, Xiaoyan
Liu, Yantong
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
He, Zhiyuan
Chen, Guo
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Chen, Guo
Hao, Tengfei
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Inst Technol, Sch Automot & Rail Transit, Nanjing 211167, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Hao, Tengfei
Teng, Chunyu
论文数: 0引用数: 0
h-index: 0
机构:
China Aeropolytechnol Estab, Innovat Res Ctr, Beijing 100028, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Teng, Chunyu
Hou, Minli
论文数: 0引用数: 0
h-index: 0
机构:
Chengdu Aircraft Ind Grp Co Ltd, Chengdu 610091, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Hou, Minli
Cheng, Zhenjie
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ningxia Key Lab Intelligent Informat & Big Data Pr, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ma, Shaojuan
Liu, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Liu, Yuan
Ma, Xiaoyan
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
Ma, Xiaoyan
Liu, Yantong
论文数: 0引用数: 0
h-index: 0
机构:
North Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R ChinaNorth Minzu Univ, Sch Math & Informat Sci, Yinchuan 750021, Ningxia, Peoples R China
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
He, Zhiyuan
Chen, Guo
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Chen, Guo
Hao, Tengfei
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Inst Technol, Sch Automot & Rail Transit, Nanjing 211167, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Hao, Tengfei
Teng, Chunyu
论文数: 0引用数: 0
h-index: 0
机构:
China Aeropolytechnol Estab, Innovat Res Ctr, Beijing 100028, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Teng, Chunyu
Hou, Minli
论文数: 0引用数: 0
h-index: 0
机构:
Chengdu Aircraft Ind Grp Co Ltd, Chengdu 610091, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
Hou, Minli
Cheng, Zhenjie
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R ChinaNanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China