Application of a remotely bonded fiber-optic Bragg grating sensor to acoustic emission testing for a carbon-carbon composite at a temperature of 1000?C

被引:8
|
作者
Yu, Fengming [1 ]
Li, Zixuan [2 ]
Okabe, Yoji [1 ]
机构
[1] Univ Tokyo, Inst Ind Sci, C4 b6S1 Komaba Meguro ku, Tokyo 1538505, Japan
[2] Univ Tokyo, Sch Engn, C7 b3S1 Hongo Bunkyo ku, Tokyo 1138654, Japan
关键词
High -temperature acoustic emission testing; Fiber Bragg grating sensor; Machine learning; Carbon -carbon composites; Damage mechanism; CARBON/CARBON COMPOSITE; FAILURE-MECHANISM; OXIDATION; 2D; SENSITIVITY; FRACTURE;
D O I
10.1016/j.measurement.2022.111908
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This research established an acoustic emission (AE) testing method applicable at high temperatures using a fiber Bragg grating (FBG) sensor. The method was employed to inspect the process of flexural failure of a heat-resistant carbon-carbon (CC) composite material during a three-point bending test conducted at a temperature as high as 1000 degrees C. This paper reported the AE testing results. Also, the AE signals with different waveform features were classified by a clustering analysis based on machine learning. Those different AE signal clusters were further associated with different damages, such as matrix crack, inter-ply delamination, and breakage of the fiber bundles. The relation between the damage mechanism and the material failure was then investigated based on the classified AE testing results. The investigation clarified that the progressive behavior of those damages depended on the extent of the material oxidation at elevated temperatures. The analysis agreed with the microscopic cross-section observation. Hence, this article demonstrated that the FBG-based AE testing method was capable of reliable in-situ damage diagnosis under high-temperature environments.
引用
收藏
页数:14
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