• Optics and Precision Engineering
  • Vol. 29, Issue 11, 2581 (2021)
Xiao SUN1,*, Qing-mei WANG2, Zhen-wei LI1, and Jing-jing CHU1
Author Affiliations
  • 1College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao26606, China
  • 2National Astronomical Observatories, Chinese Academy of Science, Beijing10001, China
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    DOI: 10.37188/OPE.20212911.2581 Cite this Article
    Xiao SUN, Qing-mei WANG, Zhen-wei LI, Jing-jing CHU. Abnormal diagnosis of fiber Bragg grating strain gauges in health monitoring system[J]. Optics and Precision Engineering, 2021, 29(11): 2581 Copy Citation Text show less
    Original samples of measuring point example
    Fig. 1. Original samples of measuring point example
    Samples after compression and filtering of measuring point example
    Fig. 2. Samples after compression and filtering of measuring point example
    Frequency characteristics example of compressed signal
    Fig. 3. Frequency characteristics example of compressed signal
    Flow chart of loop iteration
    Fig. 4. Flow chart of loop iteration
    Simulation experiment results
    Fig. 5. Simulation experiment results
    Result of sensor abnormal diagnosis
    Fig. 6. Result of sensor abnormal diagnosis
    Types of sensors faultsEigen values
    Sensor stuckNo change in output
    Constant gainIncrease in output amplitude
    Complete failureRandom output signal
    Open circuitNo output
    High frequency disturbanceSignal main frequency cycle offset
    Table 1. Failure types and characteristic change of sensors
    Sensor numberSample lengthStandard deviation/nmEnergy value/nm2Main cycle/hAbnormal index
    Average609 2660.0895.5622.791.384 9
    Center630 7680.0864.0719.47-
    10157 7220.0720.2643.896.903 3
    11630 8870.28848.1719.488.738 4
    12630 8870.00.006.414 9
    13630 8870.1010.5987.644.928 1
    Table 2. Eigen values and abnormal indexes of simulated sensors
    Sensor numberSample lengthStandard deviation/nmEnergy value/nm2Main cycle/hAbnormal index
    Average554 1200.0894.0832.982.317 5
    Center590 6670.0854.0918.42-
    38130.0440.000.0010.645
    163618 7210.1757.3928.666.955 3
    265103 1860.0730.287.227.706 1
    305682 3800.29935.549.4927.168
    Table 3. Eigen values and abnormal indexes of fault sensors
    Xiao SUN, Qing-mei WANG, Zhen-wei LI, Jing-jing CHU. Abnormal diagnosis of fiber Bragg grating strain gauges in health monitoring system[J]. Optics and Precision Engineering, 2021, 29(11): 2581
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