Identification of Deformation Stage and Crack Initiation in TC11 Alloys Using Acoustic Emission

被引:6
|
作者
Huang, Jiaoyan [1 ]
Zhang, Zhiheng [2 ]
Han, Cong [1 ]
Yang, Guoan [1 ]
机构
[1] Beijing Univ Chem Technol, Coll Mech & Elect Engn, Beijing 100029, Peoples R China
[2] Envis Energy Grp, Shanghai 200336, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 11期
基金
中国国家自然科学基金;
关键词
acoustic emission (AE); aero-engine blade; deformation damage; crack initiation; FAILURE ANALYSIS; DAMAGE; GROWTH; BEHAVIOR; STEEL;
D O I
10.3390/app10113674
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The Acoustic Emission (AE) is a widely used real-time monitoring technique for the deformation damage and crack initiation of areo-engine blades. In this work, a tensile test for TC11 titanium alloy, one of the main materials of aero-engine, was performed. The AE signals from different stages of this test were collected. Then, the AE signals were decomposed by the Variational Mode Decomposition (VMD) method, in which the signals were divided into two different frequency bands. We calculated the engery ratio by dividing the two different frequency bands to characterize TC11 ' s degree of deformation. The results showed that when the energy ratio was -0.5 dB, four stages of deformation damage of the TC11 titanium alloy could be clearly identified. We further combined the calculated Partial Energy Ratio (PER) and Weighted Peak Frequency (WPF) to identify the crack initiation of the TC11 titanium alloy. The results showed that the identification accuracy was 96.33%.
引用
收藏
页数:15
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