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利用声发射信号的莱姆-齐夫复杂度研究高温下碳纤维增强复合材料的层间剪切性能

Investigation of Interlaminar Shear Properties of CFRP Composites at Elevated Temperatures Using the Lempel-Ziv Complexity of Acoustic Emission Signals.

作者信息

Barile Claudia, Casavola Caterina, Pappalettera Giovanni, Kannan Vimalathithan Paramsamy, Renna Gilda

机构信息

Dipartimento di Meccanica, Matematica e Management, Politecnico di Bari, Via Orabona 4, 70125 Bari, Italy.

出版信息

Materials (Basel). 2022 Jun 15;15(12):4252. doi: 10.3390/ma15124252.

Abstract

Three-point bending tests on Short Beam Shear (SBS) specimens are performed to investigate the interlaminar shear properties of plain weave fabric CFRP composites. The tests are performed in a controlled environmental chamber at two different elevated temperatures. The interlaminar shear properties of the specimens remain largely unaffected by the testing temperature. However, the SEM micrographs show different damage progressions between the specimens tested at 100 °C and 120 °C. Fibre ruptures and longer delamination between the plies, as a result of a high temperature, are observed in the specimens tested at 120 °C, which are not observed in the specimens tested at 100 °C. In addition, the acoustic emission activities during the tests are investigated by using piezoelectric sensors. The information-theoretic parameter, the Lempel-Ziv (LZ) complexity, is calculated for the recorded acoustic signals. The LZ Complexities are used for identifying the occurrence of the first delamination failure in the specimens. Additionally, the two features of the acoustic signals, LZ complexity and Weighted Peak Frequency (W.P-Freq), are used for distinguishing the different damage sources in the CFRP specimens. The results are well-supported by the time-frequency analysis of the acoustic signals using a Continuous Wavelet Transform (CWT).

摘要

对短梁剪切(SBS)试样进行三点弯曲试验,以研究平纹织物碳纤维增强塑料(CFRP)复合材料的层间剪切性能。试验在可控环境舱内于两种不同的高温下进行。试样的层间剪切性能在很大程度上不受试验温度的影响。然而,扫描电子显微镜(SEM)显微照片显示了在100℃和120℃下测试的试样之间不同的损伤进展情况。在120℃下测试的试样中观察到由于高温导致的纤维断裂和层间更长的分层,而在100℃下测试的试样中未观察到这种情况。此外,使用压电传感器对试验期间的声发射活动进行了研究。针对记录的声信号计算了信息论参数——莱姆尔-齐夫(LZ)复杂度。LZ复杂度用于识别试样中首次分层破坏的发生情况。此外,声信号的两个特征,即LZ复杂度和加权峰值频率(W.P-Freq),用于区分CFRP试样中的不同损伤源。使用连续小波变换(CWT)对声信号进行时频分析,结果得到了很好的支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f54f/9228523/ff7e6564ba6c/materials-15-04252-g001.jpg

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