典型文献
Visual reconstruction of flexible structure based on fiber grating sensor array and extreme learning machine al-gorithm
文献摘要：
A visual reconstruction method was proposed based on fiber Bragg grating(FBG)sensors and an intelligent algorithm,aiming to solve the problems of low accuracy and complex reconstruction process in conventional reconstruction methods of flexible structures.Firstly,the wavelength data containing structural strain information was captured by FBG sensors,together with deformation displacement information.Subsequently,a predicted model was built based on an extreme learning machine(ELM)and further optimized by the particle swarm optimization(PSO)algorithm.Different deformation patterns were tested on an aluminum alloy plate,indicating the ability of the predicted model to produce the deformation displacement for reconstruction.The experimental results show that the maximum error can be as low as 0.050 mm,which verifies that the proposed method is feasible and satisfied with the deformation moni-toring of the spacecraft structure.
文献关键词：
中图分类号：
作者姓名：
ZHANG Sisi;YAN Jie;JIANG Mingshun;SUI Qingmei;ZHANG Lei;LUO Yuxiang
作者机构：
School of Control Science and Engineering,Shandong University,Jinan 250061,China;Shandong Institute of Space Electronic Technology,Jinan 250061,China
文献出处：
引用格式：
[1]ZHANG Sisi;YAN Jie;JIANG Mingshun;SUI Qingmei;ZHANG Lei;LUO Yuxiang-.Visual reconstruction of flexible structure based on fiber grating sensor array and extreme learning machine al-gorithm)[J].光电子快报（英文版）,2022(07):390-397
A类：
B类：
Visual,reconstruction,flexible,fiber,grating,array,extreme,learning,machine,visual,was,proposed,Bragg,FBG,sensors,intelligent,algorithm,aiming,solve,problems,low,accuracy,complex,process,conventional,methods,structures,Firstly,wavelength,data,containing,structural,strain,information,captured,by,together,deformation,displacement,Subsequently,predicted,model,built,ELM,further,optimized,particle,swarm,optimization,PSO,Different,patterns,were,tested,aluminum,alloy,plate,indicating,ability,produce,experimental,results,show,that,maximum,error,can,which,verifies,feasible,satisfied,moni,toring,spacecraft
AB值：
0.579184
相似文献
机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
