journal article·2025-12-01

Development and active noise control of a piezo-actuated attenuator for underwater vehicle pipelines

Guo Cheng, Qichao Liu, Wenjing Yu

Smart Materials and Structures· Volume 34· Issue 12
Publisher page

Abstract

Abstract In underwater applications, the mechanical noise has become one of the key limiting factors affecting the acoustic stealth performance of underwater vehicles. Among them, the main power unit noise and propeller noise have been effectively controlled. However, the hydraulic pipeline system noise still needs to be solved. In this paper, a piezoelectric actuated attenuator for underwater pipeline pulsation suppression is developed. The attenuator changes the local liquid volume in the secondary channel through the output displacement of the piezoelectric stack, causing regular changes in the pressure in the area, thereby generating secondary pressure pulsations to offset the pressure pulsations in the main path. The system identification is conducted based on a customized fabricated prototype and the built experimental set. Then an active noise control (ANC) technology based on the developed attenuator using enhanced variable step-size filtered-x least mean square (VSS-FxLMS) algorithm is proposed to suppress low frequency vibration and underwater noise in the pipelines. The ANC is tested and compared with existing algorithms to show the effectiveness. Results show that the proposed VSS-FxLMS can suppress the initial pulsation fluctuations fast by converging within 1 second and maintaining a low residual error in the steady state stage. In terms of quantitative comparison of the noise attenuation, PID and phase shift controllers achieved attenuation effects of –7.62 dB and –8.04 dB respectively, while the FxLMS algorithm improved to –10.34 dB. As for the proposed VSS-FxLMS, it shows better control effects in each stage, and finally achieves a noise attenuation of –11.83 dB. The developed piezo-actuated attenuator as well as its ANC algorithm can provide a new structure and control scheme for noise attenuation of underwater vehicle pipeline systems.
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Research context

OpenAlex topics: Advanced Adaptive Filtering Techniques · Acoustic Wave Phenomena Research · Aerodynamics and Acoustics in Jet Flows

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (32)

Show source-provided references
1. Exploring subsea dynamics: a comprehensive review of underwater pipelines and cables10.1063/5.0231898 ↗
2. Measurement and characterization of acoustic noise in water pipeline channels10.1109/ACCESS.2019.2914139 ↗
3. Test and analysis of multi-cavity particle damper for vertical vibration control of pipeline structures10.1016/j.engstruct.2023.115744 ↗
4. Underwater radiated noise from marine vessels: a review of noise reduction methods and technology10.1016/j.oceaneng.2022.112863 ↗
5. Active vibration control for ship pipeline system based on PI-LQR state feedback10.1016/j.oceaneng.2024.118559 ↗
6. Active vibration control of fluid-conveying pipelines: theoretical and experimental studies10.1016/j.ijmecsci.2024.109106 ↗
7. Review on the use of piezoelectric materials for active vibration, noise, and flow control10.1088/1361-665X/ab7541 ↗
8. Smart materials in architecture for actuator and sensor applications: a review10.1177/1045389X211027954 ↗
9. Vibration control of an aero pipeline system with active constraint layer damping treatment10.3390/app9102094 ↗
10. A design of active constrained layer damping treatment for vibration control of circular cylindrical shell structure10.1177/1077546316670071 ↗
11. Broadband active control of noise and vibration in a fluid-filled pipeline using an array of non-intrusive structural actuators
12. Active control of fluid-bome noise in hydraulic systems using in-series and by-pass structures10.1109/CONTROL.2014.6915166 ↗
13. Smart structures and materials: Vibration, semi-active/active control, energy harvesting and shunted damping10.1177/10775463241311371 ↗
14. 3D printed CNT/TPU triboelectric nanogenerator for load monitoring of total knee replacement10.1088/1361-665X/ade1ba ↗
15. Review on piezoelectric actuators based on high-performance piezoelectric materials10.1109/TUFFC.2022.3175853 ↗
16. Application of adaptive wave cancellation underwater to a piezoelectric-material-based multilayer sensor10.3390/s20010134 ↗
17. Active noise cancellation applied to a centrifugal pump in a closed loop piping system10.1016/j.apacoust.2021.108003 ↗
18. Fuzzy-pid control of transverse vibrating pipe due to vortex induced vibration10.1109/UKSim.2013.134 ↗
19. Vibration suppression of a rotating flexible cantilever pipe conveying fluid using piezoelectric layers10.1590/1679-78251535 ↗
20. Active control of fluid pressure pulsation in hydraulic pipe system by bilateral-overflow of piezoelectric direct-drive slide valve10.1115/1.4026343 ↗
21. Efficient active control of fluid borne pulsation in hydraulic piping systems 201610.1109/AUS.2016.7748224 ↗
22. An artificial neural network flow control of variable displacement piston pump with pressure compensation10.21608/jesaun.2007.114595 ↗
23. Artificial intelligence for active vibration control optimization on smart structures10.1115/SMASIS2023-110216 ↗
24. Active control method for fluid borne noise in aerospace fluid systems of variable operation statuses10.1016/j.ymssp.2024.111375 ↗
25. Adaptive narrowband compensation algorithm for active control of the pressure pulsation line spectrum in a liquid pipeline system10.1155/vib/9079090 ↗
26. The Prandtl–Ishlinskii hysteresis model: fundamentals of the model and its inverse compensator [Lecture notes]10.1109/MCS.2023.3234381 ↗
27. Active noise reduction using LMS and FxLMS algorithms10.1088/1742-6596/1228/1/012064 ↗
28. Active control of the fluid pulse based on the FxLMS10.1016/j.petlm.2023.06.006 ↗
29. A new view to Ziegler–Nichols step response tuning method: Analytic non-fragility justification10.1016/j.jprocont.2012.10.012 ↗
30. Reinforcement learning for active noise control in a hydraulic system10.1115/1.4049556 ↗
31. Active control on fluid pulsation with inflow method based on BP neural network10.3969/j.issn.1008-0813.2016.10.006 ↗
32. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of systems and control engineering10.1177/095965180321700407 ↗