基于多特征量提取技术的脉冲涡流缺陷检测方法研究
Study on pulsed eddy current defect signal detection technology based on multi-feature extract technology
摘要
为了提高脉冲涡流缺陷检测的准确性,更加全面的反应缺陷的特征,对多特征量提取技术进行了研究。定义了矩形缺陷的最小特征集与最小特征数,得出了脉冲涡流缺陷检测的特征数应该大于等于缺陷的最小特征数的结论。利用MATLAB软件及数值方法,建立多特征量与多反馈指标的数值映射模型。最后,通过实例验证了该方法的可行性。
出处
《制造业自动化》
2016年第1期19-23,共5页
Manufacturing Automation
参考文献9
-
1D.Hagemaier.Eddy current depth of penetration[J].Materials Evaluation,2004,62(10): 1028-1029.
-
2Smith R A, Hugo G R.Transient eddy current NDE for ageing aircraft-capabilities and limitations[J].Insight: Non-Destructive Testing and Condition Monitoring,2001,43(1): 14-25.
-
3J.A.Bieber, S.K.Shaligrarn, J.H.Rose, et al.Time-gating of pulsed eddy current signals for defect characterization and discrimination in aircraft lap-joints[J].Review of progress in QNDE,1997, 16B:1915-1921.
-
4B.A.Lepine, B.P.Wallace,D.S.Forsyth,et al.Pulsed eddy current method develop-ments for hidden corrosion detection in aircraft structures[J].PACNDT'98.
-
5B.A.LePine, J.S.R.Giguere, D.S.Forsyth, et al. APPlying pulsed eddy current NDI to the aircraft hidden corrosion problem[J]. Review of progress in QNDE,2000,(11):449-456.
-
6S.Giguere, B.A.Lepine, J.M.S.Dubois. Pulsed eddy current technology: characterizing material loss with gap and lift off variations[J].Res Nondestr Eval,2001,(13):119-129.
-
7C.Mandache,J.H.V.Lefebvre.Transient and harmonic eddy currents: Lift-off point of intersection[J].NDT&E international, 39(2006):57-60.
-
8林俊明.电磁(涡流)检测技术在中国——庆祝中国机械工程学会无损检测分会成立三十周年[J].无损检测,2008(5):261-266. 被引量:7
-
9周德强,田贵云,尤丽华,王海涛,王平.基于频谱分析的脉冲涡流缺陷检测研究[J].仪器仪表学报,2011,32(9):1948-1953. 被引量:29
二级参考文献15
-
1杨宾峰,罗飞路,张玉华,曹雄恒.飞机多层结构中裂纹的定量检测及分类识别[J].机械工程学报,2006,42(2):63-67. 被引量:36
-
2HE Y Z, LUO F L, PAN M CH,et al. Defect edge iden- tification with rectangular pulsed eddy current sensor based on transient response signals[ J]. NDT&E Interna- tional, 2010,43:409-415.
-
3HE Y Z, LUO F L, PAN M CH. Defect characterization based on pulsed eddy current imaging technique [ J ]. Sensors and Actuators A, 2010,164 : 1-7.
-
4ABIDIN I Z,TIAN G Y, WILSON J, et al. Quantitative evaluation of angular defects by pulsed eddy current ther- mography[ J]. NDT&E International,2010,43:537-546.
-
5LEBRUN B,JAYET Y, BABOUX J C. Pulsed eddy cur- rent application to the detection of deep cracks [ J ]. Ma- terials Evaluation, 1995, 53 ( 11 ) : 1296-1300.
-
6BIEBER J A,SHALIGRAM S K, ROSE J H, et al. Time- gating of pulsed eddy current signals for defect characteriza- tion and discrimination in aircraft lap-joints [ J]. Review of progress in QNDE, 1997, 16B:1915-1921.
-
7SMITH R A, HUGO G R. Deep corrosion and crack de- tection in aging aircraft using transient eddy current NDE [ J ]. Review of Progress in Quantitative NDE, 1999 : 1401-1408.
-
8HE Y Z, LUO F L, PAN M CH, et al. Pulsed eddy current technique for defect detection in aircraft riveted structures [J]. NDT&E International, 2010, 43:176-181.
-
9HE Y Z, LUO F L, PAN M CH, et al. Defect classification based on rectangular pulsed eddy current sensor in different directions[J]. Sensors and Actuators A, 2010, 157:26-31.
-
10HE Y Z, LUO F L, PAN M CH, et al. Pulsed eddy cur- rent imaging and frequency spectrum analysis for hidden defect nondestructive testing and evaluation [ J ]. NDT & E International, 2011, 44:344-352.
共引文献34
-
1胡春亮.缺陷管道无损检测与数学建模预测比较[J].大连交通大学学报,2009,30(2):109-111. 被引量:1
-
2马旺宇,刘栋,赵文博.应用于钢轨检测的便携式涡流探伤仪的研制[J].机械设计与制造,2010(2):88-90. 被引量:7
-
3林俊明,林发炳,林春景,余兴增,张开良.EEC-2008net电磁/超声网络智能检测系统的研制[J].无损检测,2010,32(8):637-640.
-
4周成刚,顾环云,张煜昕,郭书明.基于频谱分析的传动减速箱故障诊断技术研究[J].国外电子测量技术,2012,31(4):28-30. 被引量:5
-
5周成刚,毛亮,张煜昕.基于MEMS传感器的船载天线振动监测系统研究[J].国外电子测量技术,2012,31(5):59-62. 被引量:7
-
6周德强,李勇,张秋菊,尤丽华.脉冲涡流金属厚度检测信号及其特征提取[J].中国机械工程,2012,23(15):1771-1773. 被引量:10
-
7侯怀书,吴斌,张锁怀.基于VB的凸轮片表面硬度涡流检测[J].理化检验(物理分册),2012,48(12):793-796. 被引量:2
-
8邱选兵,魏计林,崔小朝,黄祥康,刘路路.基于虚拟仪器的脉冲涡流激励源设计[J].河南师范大学学报(自然科学版),2013,41(1):55-60. 被引量:1
-
9赵立威,钟圣芳.基于虚拟仪器的电磁频谱自动测量系统[J].电子测量技术,2013,36(3):76-80. 被引量:8
-
10李正明,陈敏洁.基于DSP的涡流检测多频阻抗分析系统研制[J].自动化与仪表,2013,28(6):49-52. 被引量:1
-
1尹文婷.网络信息管理中入侵检测技术分析[J].信息安全与技术,2012,3(5):30-31. 被引量:2
-
2袁再江.知识获取和数值方法[J].知识工程,1992(2):27-30.
-
3李春霞,唐怀斌,贺孝珍,刘兴莉,隆萍.工控机可靠性管理平台[J].测控技术,2012,31(12):135-138.
-
4本刊编辑部.深度学习[J].现代出版,2017(1):52-52.
-
5李姝博.关系模式到XML模式映射模型的建立与实现[J].电子制作,2014,22(20):73-74.
-
6刘宇苹.信息隐藏技术的研究与实现[J].武汉船舶职业技术学院学报,2003,2(3):40-43. 被引量:5
-
7王俊英,朱目成,王雅萍.基于AT89S51单片机的PWM专用信号发生器的设计[J].微计算机信息,2005,21(12Z):102-104. 被引量:7
-
8古天龙,高衿畅,周春晖.离散事件动态系统的Petri网模型实现[J].系统仿真学报,1996,8(A00):6-10.
-
9周杰,张恒.基于不变矩特征及SVM的图像识别[J].电脑知识与技术(过刊),2010(13):2711-2712.
-
10孙晓翔.BP神经网络算法在变压器状态诊断中的应用[J].电脑知识与技术,2012,8(10X):7326-7328. 被引量:1