Strain profile reconstruction of fiber Bragg grating with gradient using chaos genetic algorithm and modified transfer matrix formulation

被引:26
|
作者
Zhang, Rongxiang [1 ]
Zheng, Shijie [1 ]
Xia, Yanjun [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Aeronaut Sci Key Lab Smart Mat & Struct, Nanjing 210016, Peoples R China
关键词
fiber bragg grating; strain profile reconstruction; chaos genetic algorithm; modified transfer matrix; spline smooth function; strain gradients;
D O I
10.1016/j.optcom.2008.02.051
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, a new heuristic approach based on chaos genetic algorithm and modified transfer matrix method is presented to demodulate the fiber Bragg grating strain sensors. To facilitate accurate calculation of the grating reflected intensity spectrum, the modified transfer matrix approach is applied. The motivation for using the spline smooth function scheme is to provide nice approximation of strain profiles from a scattered data set and overcome the difficulty of calculating the strain gradients in local period function of the modified T-matrix formulation for the piecewise constant strain field assumption. The chaos genetic algorithm is developed to improve the performance of GA and optimize the data of control nodes of the spline smooth function, and more valuably, the reconstructed strain profile is continuous with discretionary spatial resolution. The proposed method is verified through numerical example reconstructions of Bragg grating sensor simulated strain profile cases. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:3476 / 3485
页数:10
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