Damage Evolution in Different Reinforcement Configurations during Four-Point Bending: Acoustic Emission Analysis Using K-means Clustering
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Rock Mechanics and Modeling · Structural Health Monitoring Techniques · Geophysical Methods and Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (21)
Show source-provided references
1. Li, H., Ximeng, W., Nie, Q., Junchao, Y., Zhang, L., Wang, Q., Gao, Q.: Lifetime prediction of damaged or cracked concrete structures: A review. Structures 71, 108095 (2025). (ISSN 2352-0124)10.1016/j.istruc.2024.108095 ↗
2. Shaowei, H., Jun, L., Xiao, F.: Evaluation of concrete fracture procedure based on acoustic emission parameters. Constr. Build. Mater. 47, 1249–1256 (2013). (ISSN 0950-0618)10.1016/j.conbuildmat.2013.06.034 ↗
3. Li, D., Chen, Q., Wang, H., Shen, P., Li, Z., He, W.: Deep learning-based acoustic emission data clustering for crack evaluation of welded joints in field bridge. Autom. Constr. 165, 105540 (2024). (ISSN 0926-5805)10.1016/j.autcon.2024.105540 ↗
4. Guo, M., Alam, S.Y., Bendimerad, A.Z., Grondin, F., Rozière, E., Loukili, A.: Fracture process zone characteristics and identification of the micro-fracture phases in recycled concrete. Eng. Fract. Mech. 181, 101–115 (2017). (ISSN 0013-7944)10.1016/j.engfracmech.2017.07.004 ↗
5. Wulan, T., Li, G., Huo, Y., Zhao, F., Jiangjiang, Y., Chang, J., Yang, W., Kou, Z.: Study on the meso-damage characteristics of RC beam under shear failure based on acoustic emission and numerical analysis. J. Build. Eng. 96, 110341 (2024). (ISSN 2352-7102)10.1016/j.jobe.2024.110341 ↗
6. Ohn, K., Ohtsu, M.: Crack classification in concrete based on acoustic emission. Constr. Build. Mater. 24(12), 2339–2346 (2010)10.1016/j.conbuildmat.2010.05.004 ↗
7. Soulioti, D., Barkoula, N.M., Paipetis, A., Matikas, T.E., Shiotani, T., Aggelis, D.G.: Acoustic emission behavior of steel fibre reinforced concrete under bending. Constr. Build. Mater. 23(12), 3532–3536 (2009)10.1016/j.conbuildmat.2009.06.042 ↗
8. Liu, J., Yang, W., Liu, J., He, Y., Shen, X., Yingjie, D., Sun, B.: Acoustic emission evolution and fracture mechanism of rock for direct tensile failure. Int. J. Rock Mech. Mining Sci. 185, 105974 (2025). (ISSN 1365-1609)10.1016/j.ijrmms.2024.105974 ↗
9. Botvina, L.R., Bolotnikov, A.I., Sinev, I.O., Beletsky, E.N.: Acoustic emission, damage and fracture mechanisms of structural steel under mixed-mode loading. Eng. Fracture Mech. 292, 109635 (2023). (ISSN 0013-7944)10.1016/j.engfracmech.2023.109635 ↗
10. Ashraf, S., Rucka, M.: Comparative study on fracture evolution in steel fibre and bar reinforced concrete beams using acoustic emission and digital image correlation techniques. Case Stud. Constr. Mater. 20, e03359 (2024). (ISSN 2214-5095)
11. Liu, S., Pearson, M.R., Eaton, M., Pullin, R.: Correlation between acoustic emission distribution and stress variation through the depth of RC beam cross sections. Constr. Build. Mater. 150, 634–645 (2017). (ISSN 0950-0618)10.1016/j.conbuildmat.2017.06.001 ↗
12. Aldahdooh, M.A.A., Muhamad Bunnori, N.: Crack classification in reinforced concrete beams with varying thicknesses by mean of acoustic emission signal features. Constr. Build. Mater. 45, 282–288 (2013). (ISSN 0950-0618)10.1016/j.conbuildmat.2013.03.090 ↗
13. Shahidan, S., Pulin, R., Bunnori, N.M., Holford, K.M.: Damage classification in reinforced concrete beam by acoustic emission signal analysis. Constr. Build. Mater. 45, 78–86 (2013). (ISSN 0950-0618)10.1016/j.conbuildmat.2013.03.095 ↗
14. Zheng, Y., Wen, Y., Pan, T., Liu, Y., Zhou, Y., Li, R., Zhou, Y.: Fractal characteristics and damage evaluation of corroded beams under four-point bending tests based on acoustic emission techniques. Measurement 202, 111792 (2022). (ISSN 0263-2241)10.1016/j.measurement.2022.111792 ↗
15. Radhika, V., Chandra Kishen, J.M.: A comparative study of crack growth mechanisms in concrete through acoustic emission analysis: Monotonic versus fatigue loading. Constr. Build. Mater. 432, 136568 (2024). (ISSN 0950-0618)10.1016/j.conbuildmat.2024.136568 ↗
16. Michał, S., Szymon, D., Paweł, Z., Pawel, S.: Damage characterisation of GFRP composites based on clustering acoustic emission events utilizing single-failure-cause tests as reference. Compos. Struct. 351, 118596 (2025). (ISSN 0263-8223)10.1016/j.compstruct.2024.118596 ↗
17. Quanliang, W., Shi, X., Jiao, F., Li, W., Ti, X., Liu, H.: Three-point bending damage detection of SiC coated C/C composites based on acoustic emission. Mater. Today Commun. 41, 110655 (2024). (ISSN 2352-4928)10.1016/j.mtcomm.2024.110655 ↗
18. Xiaoyang, Y., Montrésor, Si., Bentahar, M., Mechri, C.: Cluster analysis of acoustic emission signals for the damage pattern recognition of polymer concrete. Appl. Acoustics 211, 109533 (2023). (ISSN 0003-682X)10.1016/j.apacoust.2023.109533 ↗
19. Li, S., Yang, D., Huang, Z., Qixong, G., Zhao, K.: Acoustic emission characteristics and failure mode analysis of rock failure under complex stress state. Theor. Appl. Fract. Mech. 122, 103666 (2022). (ISSN 0167-8442)10.1016/j.tafmec.2022.103666 ↗
20. Jianchun, O., Wang, E., Wang, X., Wang, B., Zhu, G.: Acoustic emission characteristics and damage evolution of different rocks under uniaxial compression conditions. Sci. Rep. 14(1), 4179–4179 (2024)10.1038/s41598-024-54950-9 ↗
21. Mandal, D.D., Bentahar, M., et al.: Acoustic emission monitoring of damage modes in reinforced concrete beams by using narrow partial power bands. Sci. Rep. 14(1), 27082 (2024)10.1038/s41598-024-78561-6 ↗