Print Email Facebook Twitter Acoustic emission approach for identifying fracture mechanisms in composite bonded Joints Title Acoustic emission approach for identifying fracture mechanisms in composite bonded Joints: A study on varying Substrate's stacking sequence Author Lima, R. A.A. (Politecnico di Milano) Tao, R. (TU Delft Group Dransfeld) Bernasconi, A.C. (TU Delft QN/Afdelingsbureau; Politecnico di Milano) Carboni, M. (Politecnico di Milano) Teixeira De Freitas, S. (TU Delft Group Teixeira De Freitas; Lisbon Technical University) Date 2024 Abstract This study uses the acoustic emission structural health monitoring method to identify fracture mechanisms in composite bonded joints when varying the substrate stacking sequence. Quasi-static mode I loading tests were performed on secondary adhesively bonded multidirectional composite substrates (0, 90, 45, −45, 60 and −60° fibre orientations). An unsupervised artificial neural network combined with the visual fracture evaluation of the specimens and the Morlet continuous wavelet transform was used to cluster and give the acoustic emission signals a physical meaning. Different fracture mechanisms could be identified within the adhesive layer (i.e., cohesive failure) and in the composite substrates, including non-visible damage mechanisms (matrix micro-cracking, fibre/matrix debonding, fibre pull-out and fibre breakage). Using the Morlet continuous wavelet transform, it was possible to recognise that the highest peak frequency does not always represent the most relevant signature of the fracture mechanism. Moreover, multiple peak frequencies can be associated with multiple fracture mechanisms, such as the fibre pull-out that occurs in the combination of matrix cracking and fibre breakage. Furthermore, no differences were observed in mode I loading conditions between the acoustic emission signatures from the cohesive failure in the adhesive layer and the matrix cracking within the composite substrate. The findings of this study present a great opportunity to gain more insight into the fracture behaviour of polymer materials and fibre-reinforced polymer materials and to improve the quality of adhesively bonded joints. Subject Acoustic emissionArtificial neural networkCFRP layup tailoringSecondary adhesive bonded jointsToughening mechanisms To reference this document use: http://resolver.tudelft.nl/uuid:e8235e93-5bdb-47d3-a0ad-4105ba83cfd5 DOI https://doi.org/10.1016/j.tafmec.2024.104490 ISSN 0167-8442 Source Theoretical and Applied Fracture Mechanics, 132 Part of collection Institutional Repository Document type journal article Rights © 2024 R. A.A. Lima, R. Tao, A.C. Bernasconi, M. Carboni, S. Teixeira De Freitas Files PDF 1-s2.0-S0167844224002398-main.pdf 21.39 MB Close viewer /islandora/object/uuid:e8235e93-5bdb-47d3-a0ad-4105ba83cfd5/datastream/OBJ/view