Time Domain Strain/Stress Reconstruction Based on Empirical Mode Decomposition: Numerical Study and Experimental Validation

被引:69
作者
He, Jingjing [1 ]
Zhou, Yibin [2 ]
Guan, Xuefei [3 ]
Zhang, Wei [1 ]
Zhang, Weifang [1 ]
Liu, Yongming [4 ]
机构
[1] Beihang Univ, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
[2] Beihang Univ, Sch Energy & Power Engn, Beijing 100191, Peoples R China
[3] Siemens Corp, Corp Technol, 755 Coll Rd E, Princeton, NJ 08540 USA
[4] Arizona State Univ, Sch Engn Matter Transport & Energy, Tempe, AZ 85281 USA
基金
中国国家自然科学基金;
关键词
limited sensor data; structural health monitoring; strain/stress response reconstruction; empirical mode decomposition; STRUCTURAL RESPONSE RECONSTRUCTION; SYSTEM-IDENTIFICATION; TRANSMISSIBILITY CONCEPT; HILBERT SPECTRUM; PART; DYNAMICS; BEAM; VIEW;
D O I
10.3390/s16081290
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Structural health monitoring has been studied by a number of researchers as well as various industries to keep up with the increasing demand for preventive maintenance routines. This work presents a novel method for reconstruct prompt, informed strain/stress responses at the hot spots of the structures based on strain measurements at remote locations. The structural responses measured from usage monitoring system at available locations are decomposed into modal responses using empirical mode decomposition. Transformation equations based on finite element modeling are derived to extrapolate the modal responses from the measured locations to critical locations where direct sensor measurements are not available. Then, two numerical examples (a two-span beam and a 19956-degree of freedom simplified airfoil) are used to demonstrate the overall reconstruction method. Finally, the present work investigates the effectiveness and accuracy of the method through a set of experiments conducted on an aluminium alloy cantilever beam commonly used in air vehicle and spacecraft. The experiments collect the vibration strain signals of the beam via optical fiber sensors. Reconstruction results are compared with theoretical solutions and a detailed error analysis is also provided.
引用
收藏
页数:22
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