偏移量(计算机科学)
样条插值
光纤布拉格光栅
近似误差
插值(计算机图形学)
结构健康监测
花键(机械)
均方误差
栅栏
职位(财务)
算法
光学
数学
声学
计算机科学
光纤
物理
人工智能
工程类
统计
结构工程
双线性插值
经济
运动(物理)
程序设计语言
财务
作者
Zhichao Liu,Taoping Shao,Lixin Yin,Chunhui Liu
标识
DOI:10.1016/j.rio.2023.100393
摘要
In this study, a structural health monitoring system for aircraft wings based on a fiber-optic grating sensing network was designed, and a three-dimensional position correction algorithm based on fiber Bragg grating (FBG) array test data was developed. Solving the deformation parameters using mathematical models of strain-position offset introduces errors, leading to inaccurate measurements and affecting the preciseness of three-dimensional-reconstructed surfaces. Two fitting algorithms (bitone and spline with linear interpolations) are proposed to improve this method in analyzing errors at the measured points of the wing structure. The relative error of each measurement point of the reconstructed wing structure using the bitone and spline interpolation methods was lower than 4.96%. Furthermore, the absolute error was within 0.014 mm, the average relative error was lower than 3.47%, and the root-mean-square error was lower than 0.01 mm. Compared to linear interpolation, the average relative error decreased by up to 5.84%. The experimental results show that the measurement accuracy of bitone and spline interpolation was significantly higher than that of linear interpolation. FBG array measurements using bitone and spline interpolations for the local structural health monitoring system of aircraft improve the fitting reconstruction effect for the wing structure and stabilize the compensation effect.
科研通智能强力驱动
Strongly Powered by AbleSci AI