Cluster analysis of acoustic emission data to investigate the damage evolution in modified scarf joint under bi-axial loading

References

• Vijaya Kumar, R. L.; Bhat, M. R.; Murthy, C. R. L. Some Studies on Evaluation of Degradation in Composite Adhesive Joints Using Ultrasonic Techniques. Ultrasonics. 2013, 53, 1150–1162. DOI: 10.1016/j.ultras.2013.01.014.
   PubMed Web of Science ®Google Scholar
• Dukes, W. A.; Kinloch, A. J. Non-Destructive Testing of Bonded Joints. Non-Destr. Test. 1974, 7, 324–326. DOI: 10.1016/0029-1021(74)90054-1.
   Google Scholar
• Adams, R. D.; Cawley, P. Defect Types and Non-Destructive Testing Techniques for Composites and Bonded Joints. Constr. Build. Mater. 1989, 3, 170–183. DOI: 10.1016/0950-0618(89)90011-1.
   Google Scholar
• Cognard, J. Y.; Davies, P.; Sohier, L.; Créac’hcadec, R. A Study of the Non-Linear Behaviour of Adhesively-Bonded Composite Assemblies. Compos. Struct. 2006, 76, 34–46. DOI: 10.1016/j.compstruct.2006.06.006.
   Web of Science ®Google Scholar
• Cognard, J. Y.; Créac’hcadec, R.; Sohier, L.; Davies, P. Analysis of the Nonlinear Behavior of Adhesives in Bonded assemblies—Comparison of TAST and Arcan Tests. Int. J. Adhes. Adhes. 2008, 28, 393–404. DOI: 10.1016/j.ijadhadh.2008.04.006.
   Web of Science ®Google Scholar
• Droubi, M. G.; Mcafee, J.; Horne, R. C.; Walker, S.; Klaassen, C.; Crawford, A.; Prathuru, A. K.; Faisal, N. H. Mixed-Mode Fracture Characteristics of Metal-To-Metal Adhesively Bonded Joints: Experimental and Simulation Methods. Procedia Struct. Integr. 2017, 5, 40–47. DOI: 10.1016/j.prostr.2017.07.059.
   Google Scholar
• Nieminen, A. O. K.; Koenig, J. L. Macroscopic and Modern Microscopic NDE Methods for Adhesive-Bonded Structures. Int. J. Adhes. Adhes. 1991, 11, 5–10. DOI: 10.1016/0143-7496(91)90054-L.
   Web of Science ®Google Scholar
• Hamdi, S. E.; Le Duff, A.; Simon, L.; Plantier, G.; Sourice, A.; Feuilloy, M. Acoustic Emission Pattern Recognition Approach Based on Hilbert–Huang Transform for Structural Health Monitoring in Polymer-Composite Materials. Appl. Acoust. 2013, 74, 746–757. DOI: 10.1016/j.apacoust.2012.11.018.
   Web of Science ®Google Scholar
• Schliekelmann, R. J. Non-Destructive Testing of Adhesive Bonded Metal-To-Metal Joints 1. Non-Destr. Test. 1972, 5, 79–86. DOI: 10.1016/0029-1021(72)90099-0.
   Google Scholar
• Korzeniowski, M.; Piwowarczyk, T.; Maev, R. G. Application of Ultrasonic Method for Quality Evaluation of Adhesive Layers. Arch. Civ. Mech. Eng. 2014, 14, 661–670. DOI: 10.1016/j.acme.2013.10.013.
   Web of Science ®Google Scholar
• Krause, M.; Dackermann, U.; Li, J. Elastic Wave Modes for the Assessment of Structural Timber: Ultrasonic Echo for Building Elements and Guided Waves for Pole and Pile Structures. J. Civ. Struct. Heal. Monit. 2015, 5, 221–249. DOI: 10.1007/s13349-014-0087-2.
   Web of Science ®Google Scholar
• Diakhaté, M.; Larcher, N.; Takarli, M.; Angellier, N.; Petit, C. Acoustic Techniques for Fatigue Cracking Mechanisms Characterization in Hot Mix Asphalt (HMA). In 7th RILEM International Conference on Cracking in Pavements; Springer Netherlands: Dordrecht, 2012; Vol. 4, pp 771–781. ISBN 9789400745650.
   Google Scholar
• Kowalski, S. J.; Molinski, W.; Musielak, G. The Identification of Fracture in Dried Wood Based on Theoretical Modelling and Acoustic Emission. Wood Sci. Technol. 2004, 38, 35–52. DOI: 10.1007/s00226-003-0211-7.
   Web of Science ®Google Scholar
• Huguet, S.; Godin, N.; Gaertner, R.; Salmon, L.; Villard, D., Use of Acoustic Emission to Identify Damage Modes in Glass Fibre Reinforced Polyester. Compos. Sci. Technol. 2002, 62, 1433–1444. DOI: 10.1016/S0266-3538(02)00087-8.
   Web of Science ®Google Scholar
• Hwang, H. Y.; Kim, B. J.; Chin, W. S.; Kim, H. S.; Lee, D. G., Prediction of Crack Length and Crack Growth Rate of Adhesive Joints by a Piezoelectric Method. J. Adhes. Sci. Technol. 2005, 19, 1081–1111. DOI: 10.1163/156856105774382453.
   Web of Science ®Google Scholar
• Chen, Z.; Adams, R. D.; Da Silva, L. F. M. Prediction of Crack Initiation and Propagation of Adhesive Lap Joints Using an Energy Failure Criterion. Eng. Fract. Mech. 2011, 78, 990–1007. DOI: 10.1016/j.engfracmech.2010.12.004.
   Web of Science ®Google Scholar
• Diakhate, M.; Bastidas-Arteaga, E.; Moutou Pitti, R.; Schoefs, F. Cluster Analysis of Acoustic Emission Activity within Wood Material: Towards a Real-Time Monitoring of Crack Tip Propagation. Eng. Fract. Mech. 2017, 180, 254–267. DOI: 10.1016/j.engfracmech.2017.06.006.
   Web of Science ®Google Scholar
• Li, L.; Lomov, S. V.; Yan, X.; Carvelli, V. Cluster Analysis of Acoustic Emission Signals for 2D and 3D Woven Glass/Epoxy Composites. Compos. Struct. 2014, 116, 286–299. DOI: 10.1016/j.compstruct.2014.05.023.
   Web of Science ®Google Scholar
• Diakhate, M.; Angellier, N.; Moutou Pitti, R.; Dubois, F. On the Crack Tip Propagation Monitoring within Wood Material: Cluster Analysis of Acoustic Emission Data Compared with Numerical Modelling. Constr. Build. Mater. 2017, 156, 911–920. DOI: 10.1016/j.conbuildmat.2017.09.065.
   Web of Science ®Google Scholar
• Droubi, M. G.; Stuart, A.; Mowat, J.; Noble, C.; Prathuru, A. K.; Faisal, N. H. Acoustic Emission Method to Study Fracture (Mode-I, II) and Residual Strength Characteristics in Composite-To-Metal and Metal-To-Metal Adhesively Bonded Joints. J. Adhes. 2018, 94, 347–386. DOI: 10.1080/00218464.2017.1278696.
   Web of Science ®Google Scholar
• Dzenis, Y. A.; Saunders, I. On the Possibility of Discrimination of Mixed Mode Fatigue Fracture Mechanisms in Adhesive Composite Joints by Advanced Acoustic Emission Analysis. Int. J. Fract. 2002, 117, 23–28. DOI: 10.1023/A:1022636512843.
   Web of Science ®Google Scholar
• de Freitas, S. T.; Zarouchas, D.; Poulis, J. A. The Use of Acoustic Emission and Composite Peel Tests to Detect Weak Adhesion in Composite Structures. J Adhes. 2018. DOI:10.1080/00218464.2017.1396975.
   Google Scholar
• Carrere, N.; Badulescu, C.; Cognard, J.-Y.; Leguillon, D. 3D Models of Specimens with a Scarf Joint to Test the Adhesive and Cohesive Multi-Axial Behavior of Adhesives. Int. J. Adhes. Adhes. 2015, 62, 154–164. DOI: 10.1016/j.ijadhadh.2015.07.005.
   Web of Science ®Google Scholar
• Sause, M. G. R. Investigation of Pencil-Lead Breaks as Acoustic Emission Sources. J. Acoust. Emiss. 2011, 29, 184–196.
   Google Scholar
• Nielsen, A. Acoustic Emission Source Based on Pencil Lead Breaking; Svejsecentralen, 1980.
   Google Scholar
• Godin, N.; Huguet, S.; Gaertner, R.; Salmon, L. Clustering of Acoustic Emission Signals Collected during Tensile Tests on Unidirectional Glass/Polyester Composite Using Supervised and Unsupervised Classifiers. NDT E. Int. 2004, 37, 253–264. DOI: 10.1016/J.NDTEINT.2003.09.010.
   Web of Science ®Google Scholar
• Li, L.; Lomov, S. V.; Yan, X. Correlation of Acoustic Emission with Optically Observed Damage in a Glass/Epoxy Woven Laminate under Tensile Loading. Compos. Struct. 2015, 123, 45–53. DOI: 10.1016/j.compstruct.2014.12.029.
   Web of Science ®Google Scholar