摘要
铝合金搅拌摩擦焊(friction stir welding, FSW)焊接参数选择不当将会产生隧道孔、未焊透(lack of penetration, LOP)和吻接等取向复杂、细微紧贴的缺陷。首先,本文简述了FSW焊缝与典型缺陷特征,总结了超声检测时面临纵向分辨力低、缺陷表征不完整、材料与缺陷声阻抗接近和灵敏度不足等难点。随后,从常规超声、超声衍射时差法(time-of-flight diffraction, TOFD)、相控阵超声检测技术和其他超声检测技术等方面综述了现有的铝合金FSW超声检测研究工作。最后,结合超声信号处理方法和机器学习方法对研究前景进行展望:可以通过分析和提取信号特征,进一步提升超声检测分辨力和信噪比,并实现取向复杂缺陷和细微紧贴缺陷的精准辨识与定量。
The defects in friction stir welding(FSW) of aluminum alloy, e.g., tunnel defect, lack of penetration(LOP) and kissing bond, are with complex shape and narrow gap by inappropriate welding parameters. Firstly, the characteristics of FSW welding and typical defects were briefly described, and the difficult points in ultrasonic testing were summarized from the low time resolution, incomplete characterization of irregular defects, close acoustic impedance between kissing bond and Al alloy and the reduction of detection sensitivity. Subsequently, the research work on the ultrasonic testing for FSW of aluminum alloy were reviewed from the following four aspects, including conventional ultrasonic testing, time-of-flight diffraction(TOFD), phased array ultrasonic testing and other ultrasonic testing techniques. Finally, the research on the ultrasonic signal processing methods and machine learning methods was prospected. The signal characteristics were analyzed and extracted to further improve the resolution and signal-to-noise ratio of ultrasonic testing and realize the accurate identification and quantification for complex shape defects and subtle defects.
作者
金士杰
田鑫
林莉
JIN Shijie;TIAN Xin;LIN Li(NDT&E Laboratory,Dalian University of Technology,Dalian 116024,Liaoning,China)
出处
《材料工程》
EI
CAS
CSCD
北大核心
2022年第8期45-59,共15页
Journal of Materials Engineering
基金
国家重点研发项目(2019YFA0709003)
大连市科技创新基金项目(2020JJ26GX041)
中央高校基本科研业务费(DUT20ZD204)。
关键词
搅拌摩擦焊
铝合金
超声检测
缺陷
friction stir welding
aluminum alloy
ultrasonic testing
defect
