Sensor placement optimization applied to laminated composite plates under vibration

被引:39
|
作者
Gomes, Guilherme Ferreira [1 ]
da Cunha Jr, Sebastiao Simoes [1 ]
Lopes Alexandrino, Patricia da Silva [1 ]
de Sousa, Bruno Silva [1 ]
Ancelotti Jr, Antonio Carlos [1 ]
机构
[1] Univ Fed Itajuba, Mech Engn Inst, Itajuba, Brazil
关键词
Sensor placement optimization; Structural health monitoring; Genetic algorithm; Modal data; Composite plates; STRUCTURAL DAMAGE DETECTION; MODAL IDENTIFICATION;
D O I
10.1007/s00158-018-2024-1
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The location optimization of sensors is a essential problem in structural health monitoring systems. Taking the cost of sensors into account, it is uneconomical to install sensors on every part of a structure and moreover in aeronautical industry, the weight is a crucial factor. In this paper, a optimal placement optimization of sensor locations for structural health monitoring systems is studied. Several techniques of optimization of sensors are approached and applied in a shell structure. The structure, a laminate of carbon fiber, was modeled by the finite element method (FEM) and then subject to free vibration. Genetic algorithms (GAs) are then employed to locate the best sensor distribution to cover a specific number of low frequency modes. Numerical results have demonstrated the overall efficiency of sensor delivery methods. Specific problems occurred, especially regarding the method of effective independence, being less efficient and discrepant in relation to the other methods employed. In summary, the results obtained in this paper provide an optimal position for sensors in real SHM systems and experiments.
引用
收藏
页码:2099 / 2118
页数:20
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