• Acta Optica Sinica
  • Vol. 38, Issue 3, 328012 (2018)
Xuegang Song, Peng Liu, Zhuming Cheng, Zhen Wei, Junsong Yu, Jiwei Huang, and Dakai Liang*
Author Affiliations
  • State Key Laboratory of Mechanics and Control of Mechanical Structures, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 210016, China
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    DOI: 10.3788/AOS201838.0328012 Cite this Article Set citation alerts
    Xuegang Song, Peng Liu, Zhuming Cheng, Zhen Wei, Junsong Yu, Jiwei Huang, Dakai Liang. An Algorithm of Dynamic Load Identification Based on FBG Sensor and Kalman Filter[J]. Acta Optica Sinica, 2018, 38(3): 328012 Copy Citation Text show less
    Schematic of principle of FBG sensor
    Fig. 1. Schematic of principle of FBG sensor
    Identification results of sinusoidal load, square load, and triangular load under the conditions of Qw=1×10-8, σ=1×10-16, and 1 Hz
    Fig. 2. Identification results of sinusoidal load, square load, and triangular load under the conditions of Qw=1×10-8, σ=1×10-16, and 1 Hz
    Identification results of sinusoidal load, rectangular load, and triangular load under the conditions of Qw=1×10-6, σ=1×10-12, 1 Hz
    Fig. 3. Identification results of sinusoidal load, rectangular load, and triangular load under the conditions of Qw=1×10-6, σ=1×10-12, 1 Hz
    Experimental setup
    Fig. 4. Experimental setup
    Identification results of the sinusoidal load with different frequencies. (a) 1 Hz; (b) 5 Hz
    Fig. 5. Identification results of the sinusoidal load with different frequencies. (a) 1 Hz; (b) 5 Hz
    Bernoulli-Euler beamValue
    Density /(kg·m-3)2690
    Elastic modulus /GPa68.9
    Length /m0.640
    Width /m0.030
    Thick /m0.003
    Table 1. Model parameters
    ErrorsSinusoidal loadRectangular loadTriangular load
    Mean/%0.1390.2730.065
    RMSE0.2830.7811.374
    Table 2. Identification errors of loads under the conditions of Qw=1×10-8 and σ=1×10-16
    ErrorsSinusoidal loadRectangular loadTriangular load
    Mean /%0.1390.2730.065
    RMSE0.2830.7811.374
    Table 3. Identification errors of loads under the conditions of Qw=1×10-6 and σ=1×10-12
    Xuegang Song, Peng Liu, Zhuming Cheng, Zhen Wei, Junsong Yu, Jiwei Huang, Dakai Liang. An Algorithm of Dynamic Load Identification Based on FBG Sensor and Kalman Filter[J]. Acta Optica Sinica, 2018, 38(3): 328012
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