Wear detection by means of wavelet-based acoustic emission analysis

Mechanical Systems and Signal Processing - Tập 60 - Trang 198-207 - 2015
D. Baccar1, D. Söffker1
1Chair of Dynamics and Control, Department of Mechanical and Process Engineering, University of Duisburg-Essen, 47048 Duisburg, Germany

Tài liệu tham khảo

Fouvry, 2003, An energy description of wear mechanisms and its applications to oscillating sliding contacts, Wear, 255, 287, 10.1016/S0043-1648(03)00117-0 Budinski, 2010 Fouvry, 2001, An energy description of hard coating wear mechanisms, Surf. Coat. Technol., 138, 141, 10.1016/S0257-8972(00)01161-0 L. Zykova, P. Mazal, L. Pazdera, Identification of contact fatigue stages with acoustic emission method. in: Proceedings of the 9th European NDT Conference (ECNDT), Berlin, Deutschland, 2006. Boness, 1991, Adhesive and abrasive wear studies using acoustic emission techniques, Wear, 149, 41, 10.1016/0043-1648(91)90363-Y Elforjani, 2008, Detecting the onset, propagation and location of non-artificial defects in a slow rotating thrust bearing with acoustic emission, Insight - Non-Destruct. Test. Cond. Monit., 50, 264, 10.1784/insi.2008.50.5.264 American Society for Testing and Materials, Standard Terminology for Nondestructive Examinations, 1990, E 1316-90. Vallen, 2002, AE testing fundamentals, equipment, applications, e-J. Non-destruct. Test., 7, 1 Baranov, 2011, Acoustic emission in friction Han, 2011, Acoustic emission during fatigue crack propagation in a micro-alloyed steel and welds, Mater. Sci. Eng., 528, 7751, 10.1016/j.msea.2011.06.065 Aggelis, 2011, Acoustic emission for fatigue damage characterization in metal plates, Mech. Res. Commun., 38, 106, 10.1016/j.mechrescom.2011.01.011 S. Baby, J. Kumar, M.M. Kumar, and V. Kumar. Application of NDE techniques for damage measurements in IMI-834 titanium alloy under monotonic loading conditions, in: Proceedings of the National Seminar on Non-Destructive Evaluation, Hyderabad, India, 2006, pp. 343–355. Fiala, 2011, Cycle induced microstructural changes, Int. J. Microstruct. Mater. Prop., 6, 259 Mazal, 2011, Application of acoustic emission method in contact damage identification, Int. J. Mater. Product Technol., 41, 140, 10.1504/IJMPT.2011.040292 Muravaev, 2008, Acoustic emission during the development of a Luders band in a low-carbon steel, Tech. Phys., 53, 1094, 10.1134/S1063784208080203 Zhang, 2012, Investigation of rolling contact fatigue damage process of the coating by acoustics emission and vibration signals, Tribol. Int., 47, 25, 10.1016/j.triboint.2011.10.002 Scheer, 2001, Early fault detection at gear units by acoustic emission and wavelet analysis, J. Acoust. Emiss., 25, 331 Hase, 2012, Correlation between features of acoustic emission signals and mechanical wear mechanisms, Wear, 292, 144, 10.1016/j.wear.2012.05.019 Wada, 1990, Study on friction and wear utilizing acoustic emission: wear mode and AE spectrum of copper, J. Jpn. Soc. Precis. Eng., 56, 1474, 10.2493/jjspe.56.1474 Asamene, 2012, Analysis of experimentally generated friction related acoustic emission signals, Wear, 296, 607, 10.1016/j.wear.2012.07.019 Kolubaev, 2010, Analysis of acoustic emission during sliding friction of manganese steel, Tech. Phys. Lett., 36, 762, 10.1134/S1063785010080250 Chang, 2009, Acoustic emission study of fatigue crack closure of physical short and long cracks for aluminum alloy, Int. J. Fatigue, 31, 403, 10.1016/j.ijfatigue.2008.08.008 Mechefske, 2002, Using acoustic emission to monitor sliding wear, Insight, 44, 490 Nam, 2001, Fatigue crack propagation of super duplex stainless steel with dispersed structure and time-frequency analysis of acoustic emission, Met. Mater. Int., 7, 227, 10.1007/BF03026980 Ganesan, 2003, Wavelet-based identification of delamination defect in CMP (Cu-Low k) using nonstationary acoustic emission signal, IEEE Trans. Semicond. Manuf., 16, 677, 10.1109/TSM.2003.818975 J. Li, Z. Han, H. Luo, J. Cao, and Y. Zhang, Investigations of the fatigue damage in 16Mn steels by wavelet-based acoustic emission technique, in: Proceedings of the IEEE Conference on Prognostics and System Health Management (PHM), May 2012, pp. 1–5. Al-Badour, 2011, Vibration analysis of rotating machinery using time-frequency analysis and wavelet techniques, Mech. Syst. Signal Process., 25, 2083, 10.1016/j.ymssp.2011.01.017 Lee, 2013, Variable short-time Fourier transform for vibration signals with transients, J. Vib. Control., 10.1177/1077546313499389 Al-Shrouf, 2014, Improved process monitoring and supervision based on a reliable multi-stage feature-based pattern recognition technique, Inf. Sci., 259, 282, 10.1016/j.ins.2013.09.051 Bouzida, 2011, Fault diagnosis in industrial induction machines through discrete wavelet transform, IEEE Trans. Ind. Electron., 58, 4385, 10.1109/TIE.2010.2095391 Li, 2002, A brief review: acoustic emission method for tool wear monitoring during turning, Int. J. Mach. Tools Manuf., 42, 157, 10.1016/S0890-6955(01)00108-0 Khamedi, 2010, Effect of martensite phase volume fraction on acoustic emission signals using wavelet packet analysis during tensile loading of dual phase steels, Mater. Des., 31, 2752, 10.1016/j.matdes.2010.01.019 Sindi, 2013, Tribological behavior of sheet metal forming process using acoustic emission characteristics, Tribol. Lett., 52, 67, 10.1007/s11249-013-0193-z Yang, 2006, Wavelet analysis of acoustic emission signals from thermal barrier coatings, Trans. Nonferr. Met. Soc. China, 16, 270, 10.1016/S1003-6326(06)60189-1 Gaul, 2001, Localization of a synthetic acoustic emission source on the surface of a fatigue specimen, Res. Nondestruct. Eval., 13, 105, 10.1080/09349840109409690 R.J.E. Merry, Wavelet Theory and Applications, A literature study, Technical report, Control Systems Technology Group Department of Mechanical Engineering Eindhoven University of Technology, 2005. Gao, 2010 Tang, 2000, Wavelet theory and its application to pattern recognition, 10.1142/4053 D. Baccar, D. Söffker, Application of acoustic emission technique for online evaluation and classification of wear state, in: F.K. Chang (Ed.), in: Proceedings of the 9th International Workshop in Structural Health Monitoring, IWSHM 2013, vol. 2, Stanford, CA, September 2013, pp 1218–1225. K.-U. Dettmann, D. Baccar, D. Söffker, Examination of wear phenomena by using filtering techniques for FDI purposes, in: F.K. Chang (Ed.), in: Proceedings of the 8th International Workshop in Structural Health Monitoring, IWSHM 2011, vol. 2, Stanford, CA, 2011, pp. 1037–1044. Grosse, 2008 Jayakumar, 2005, A review of the application of acoustic emission techniques for monitoring forming and grinding processes, J. Mater. Process. Technol., 159, 48, 10.1016/j.jmatprotec.2004.01.034 Fang, 1994, Evaluation of fatigue damage accumulation by acoustic emission, Fatigue Fract. Eng. Mater. Struct., 17, 1057, 10.1111/j.1460-2695.1994.tb00834.x P. Kalyanasundaram, Baldev, Raj, and T. Jayakumar, Characterization of microstructures in metallic materials using static and dynamic acoustic signal processing techniques, in: Proceedings of the 5th International Workshop, Advances in Signal Processing for Non Destructive Evaluation of Materials, Québec City (Canada), 2005, pp. 43–50.