Kelong Huang, Jie Yan, Lei Zhang*, Faye Zhang, Mingshun Jiang, Qingmei Sui
Structural Durability & Health Monitoring, Vol.16, No.2, pp. 179-194, 2022, DOI: 10.32604/sdhm.2022.018202
Abstract A structural displacement field reconstruction method is proposed to aim at the problems of deformation monitoring and displacement field reconstruction of flexible plate-like structures in the aerospace field. This method
combines the deep neural network model of the cross-layer connection structure with the fiber grating sensor
network. This paper first introduces the principle of strain detection of fiber grating sensor, studies the mapping
relationship between strain and displacement, and proposes a strain-displacement conversion model based on an
improved neural network. Then the intelligent structure deformation monitoring system is built. By controlling
the stepping distance of the motor to produce different… More >
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