Study on time-frequency domain characteristics of acoustic emission in thermo-mechanical deformation processes of mechanical seal
Source abstract
Abstract
Thermo-mechanical deformation constitutes a primary failure mechanism in mechanical seals, necessitating the integration of numerical simulation with dynamic process monitoring. Consequently, a thermo-mechanical coupled numerical model was developed utilising the ANSYS Workbench platform. In conjunction with the simulation, a custom-designed multifunctional test rig for contact mechanical seals was employed to acquire synchronised temperature data, eddy current displacement signals, and acoustic emission (AE) signals under diverse operating conditions. The simulation accuracy regarding thermo-mechanical deformation was substantially optimised by dynamically calibrating boundary conditions via empirically measured temperature data. Subsequent signal processing, employing time-domain and bispectral analysis, isolated critical characteristic frequencies associated with thermo-mechanical taper formation. Experimental results indicate that the dynamic evolution of characteristic frequency amplitudes effectively delineates the progression from initial thermo-mechanical taper nucleation and severe deformation to stable formation. Furthermore, significant variations in thermo-mechanical deformation magnitude and AE signatures were observed across distinct friction pair materials. These findings offer theoretical substantiation for reconstructing end-face macroscopic morphology via temperature inversion, while simultaneously establishing a methodological framework for the application of AE technology in condition monitoring of high-parameter seals.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Tribology and Lubrication Engineering · Industrial Engineering and Technologies · Engineering and Materials Science Studies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
China University of Petroleum
Dongying Hiscien Sealing Technology Co., Ltd
Qingdao Agricultural University
Funding
National Natural Science Foundation of China · Taishan Industrial Leading Talent Project
References (41)
Show source-provided references
1. 10.1016/j.ress.2024.11011710.1016/j.ress.2024.110117 ↗
2. 10.1016/j.triboint.2021.10691510.1016/j.triboint.2021.106915 ↗
3. 10.1016/j.triboint.2017.09.01310.1016/j.triboint.2017.09.013 ↗
4. 10.1177/095440621990021910.1177/0954406219900219 ↗
5. 10.1016/j.jmmm.2022.16999610.1016/j.jmmm.2022.169996 ↗
6. 10.1177/0954408923119146310.1177/09544089231191463 ↗
7. 10.1016/j.jmmm.2024.17202710.1016/j.jmmm.2024.172027 ↗
8. 10.7546/CRABS.2025.01.1310.7546/CRABS.2025.01.13 ↗
9. 10.1080/0569819760898278810.1080/05698197608982788 ↗
10. 10.1016/0301-679X(88)90121-110.1016/0301-679X(88)90121-1 ↗
11. 10.1115/1.151088510.1115/1.1510885 ↗
12. 10.1115/1.151088610.1115/1.1510886 ↗
13. 10.1016/j.net.2021.12.03110.1016/j.net.2021.12.031 ↗
14. 10.1299/jtst.2014jtst001110.1299/jtst.2014jtst0011 ↗
15. 10.3390/app13181023810.3390/app131810238 ↗
16. 10.1007/s40430-019-2026-y10.1007/s40430-019-2026-y ↗
17. 10.1016/j.triboint.2024.10925710.1016/j.triboint.2024.109257 ↗
18. 10.1016/j.ijheatmasstransfer.2025.12675410.1016/j.ijheatmasstransfer.2025.126754 ↗
19. 10.1016/j.triboint.2018.01.00710.1016/j.triboint.2018.01.007 ↗
20. 10.1016/j.triboint.2019.05.03710.1016/j.triboint.2019.05.037 ↗
21. 10.1080/10589759.2025.257529310.1080/10589759.2025.2575293 ↗
22. 10.1080/10589759.2025.259829110.1080/10589759.2025.2598291 ↗
23. 10.1007/s11249-013-0210-210.1007/s11249-013-0210-2 ↗
24. 10.1016/j.apacoust.2023.10942410.1016/j.apacoust.2023.109424 ↗
25. 10.1016/j.apacoust.2025.11076910.1016/j.apacoust.2025.110769 ↗
26. Towsyfyan H, Ossama H, Gu F. Characterization of acoustic emissions from mechanical seals for fault detection. In: The 53rd Annual Conference of The British Institute of Non-Destructive Testing; Manchester, UK. British Institute of Non-Destructive Testing (BINDT); 2014.
27. Towsyfyan H, Wei N, Gu F. Identification of lubrication regimes in mechanical seals using acoustic emission for condition monitoring. In: The 54th Annual Conference of The British Institute of Non-Destructive Testing BINDT 2015; (UK). British Institute of Non-Destructive Testing (BINDT); 2015.
28. Towsyfyan H, Gu F, Ball A. A review of mechanical seals tribology and condition monitoring. In: Lucas G, editor. Proceedings of Computing and Engineering Annual Researchers’ Conference 2013 : CEARC’13; (UK). University of Huddersfield; 2013.
29. 10.16385/j.cnki.issn.1004-4523.2025.02.02010.16385/j.cnki.issn.1004-4523.2025.02.020 ↗
30. 10.1007/s11249-024-01873-110.1007/s11249-024-01873-1 ↗
31. 10.3390/vibration401001810.3390/vibration4010018 ↗
32. Otsu K, Hasegawa H, Machida S. Highly sensitive failure detection of mechanical seals using high-frequency acoustic emission waves over 1 MHz. In: Proceedings of Symposium on Ultrasonic Electronics. Institute for Ultrasonic Elecronics. Organizing Committee of USE 2019, Institute for Ultrasonic Elecronics; 2019. Vol. 40. p. 3J3–3.
33. 10.1007/s11249-024-01902-z10.1007/s11249-024-01902-z ↗
34. 10.3390/lubricants1110043010.3390/lubricants11100430 ↗
35. 10.1007/s40544-018-0244-410.1007/s40544-018-0244-4 ↗
36. 10.1109/ACCESS.2021.307657110.1109/ACCESS.2021.3076571 ↗
37. 10.1016/0017-9310(63)90006-110.1016/0017-9310(63)90006-1 ↗
38. 10.1016/S0017-9310(97)00177-410.1016/S0017-9310(97)00177-4 ↗
39. 10.1016/j.ymssp.2025.11354310.1016/j.ymssp.2025.113543 ↗
40. 10.1088/1361-6501/ae01cc10.1088/1361-6501/ae01cc ↗
41. 10.1109/TIM.2025.362842210.1109/TIM.2025.3628422 ↗