Review on the cavitating flow-induced vibrations

WU Qin; GUO Yimeng; LIU Yunqing; WANG Guoyu

doi:10.7638/kqdlxxb-2019.0177

English Version Journal Login

您当前的位置：

首页 >

文章列表页 >

Review on the cavitating flow-induced vibrations

更新时间：2026-05-28

- Review on the cavitating flow-induced vibrations
- Vol. 38, Issue 4, Pages: 746-760(2020)
- 作者机构：
  
  北京理工大学机械与车辆学院,北京,100081
- 作者简介：
- 基金信息：
- DOI：10.7638/kqdlxxb-2019.0177
  CLC： V211.3
- Published：2020
- 稿件说明：
移动端阅览
吴钦, 郭一梦, 刘韵晴, 王国玉. 非定常空化流动及其诱导振动特性研究综述[J]. 空气动力学学报, 2020, 38(4): 746-760.

WU Qin, GUO Yimeng, LIU Yunqing, et al. Review on the cavitating flow-induced vibrations[J]. 2020, 38(4): 746-760.
吴钦, 郭一梦, 刘韵晴, 王国玉. 非定常空化流动及其诱导振动特性研究综述[J]. 空气动力学学报, 2020, 38(4): 746-760. DOI： 10.7638/kqdlxxb-2019.0177.

WU Qin, GUO Yimeng, LIU Yunqing, et al. Review on the cavitating flow-induced vibrations[J]. 2020, 38(4): 746-760. DOI： 10.7638/kqdlxxb-2019.0177.

摘要

针对非定常空化流动及其诱导振动特性，从试验和数值计算等方面进行了总结。在空化流动的实验技术方面，详细评述了由单一测量到多场同步测量的发展，指出实现结构和空化流动的多场同步精细测量是试验技术的发展方向。对近年来发展的非定常空化数值模拟方法进行了总结，认为机器学习与计算流体动力学（CFD）的结合将是非定常空化流动和空化流激振动数值模拟方法发展的方向之一。通过对空化流激振动特性的试验与数值模拟研究结果的分析和总结，认为空化发展过程的强烈不稳定行为是影响结构动态振动响应特性的主要因素，通过X射线等技术深入分析空化区域内的回射流与冲击波演化特征，并结合精细化结构振动测试技术，将是今后进一步研究空化流动机理、理解非定常空化流激振动特性的重要关注点。

Abstract

Physical and numerical investigation of cavitating flow-induced vibration has been reviewed. With the improvement of the experimental measurement technique

the multi-field synchronous measurement combining the high-speed visualization and unsteady vibration measurement will be one of the future directions of experimental investigation. Numerical simulation methods for the unsteady cavitating flow have also been summarized

and the combination of the Computational Fluid Dynamics and the machine learning will bring the further improvement of the numerical simulation work for the cavitating flow-induced vibrations. Study on the evolution of the cavitation behaviors and corresponding cavitating flow-induced vibration has been reviewed. The transient cavitation development strongly affects the structural dynamic responses. In the future

the X ray may help to further investigate the unsteady cavitation behaviors

such as the re-entrant jet and shock wave induced cavity shedding

and the unsteady cavitating flow mechanism and cavitation-structure interaction will be further revealed.

关键词

Keywords

references

BRENNEN C E. Cavitation and bubble dynamics[M]. Oxford Engineering Sciences Series 44, Oxford University Press, 1995.

WANG G Y, SENOCAK I, SHYY W, et al. Dynamics of attached turbulent cavitating flows[J]. Progress in Aerospace Sciences. 2001, 37:551-581.

FRANC J-P, MICHEL J-M. Fundamentals of cavitation[M]. Kluwer academic publishers, 2005.

HUANG B, WU Q, WANG G Y. Progress and prospects of investigation into unsteadycavitating flows[J]. Journal of drainage and irrigation machinery engineering, 2018, 36(01):1-14. (in Chinese)

GEORGIOS M, NILLA K, GEORGE A, et al. Experimental analysis of cavitation in a centrifugal pump using acoustic emission, vibration measurements and flow visualization[J]. European Journal of Mechanics-B/Fluids, 2019, 75:300-311

WU Q, WANG C C, HUANG B, et al. Measurement and prediction of cavitating flow-induced vibrations[J]. Journal of Hydrodynamics, 2018, 30(6):1064-1071.

CHENG H Y, BAI X R, LONG X P, et al. Large eddy simulation of the tip-leakage cavitating flow with an insight on how cavitation influences vorticity and turbulence[J]. Applied Mathematical Modelling, 2020, 77:788-809.

WU Q, HUANG B, WANG G Y, et al. Numerical modelling of unsteady cavitation and induced noise around a marine propeller[J]. Ocean Engineering, 2018, 160:143-155.

LIU T T, HUANG B, WANG G Y, et al. Experimental investigation of ventilated partial cavitating flows with special emphasis on flow pattern regime and unsteady shedding behavior around an axisymmetric body at different angles of attack[J]. Ocean Engineering, 2018, 147:289-303.

KIM D J, SUNG H J, CHOI C H, et al. Cavitation instabilities of an inducer in a cryogenic pump[J]. Acta Astronautica, 2017, 132:19-24.

WANG Z Y, HUANG B, ZHANG M, et al. Experimental and numerical investigation of ventilated cavitating flow structures with special emphasis on vortex shedding dynamics[J]. International Journal of Multiphase Flow, 2018, 98:79-95.

WU M, SUN S C. Research on cavitation flow field of two dimensions control surface based on SST turbulence model[J]. Acta Aerodynamica Sinica, 2013, 31(01):115-119.

CUI Z P. Encyclopedia of Chinese water resources[M]. Beijing:China Water Power Press, 2006.

KNAPP R T, DAILY J W, HAMMITT F G. Cavitation[M]. McGraw Hill, New York, 1970.

TULIN M P. Supercavitating propellers history, operating characteristics, mechanism of operation[M]. Hydronautics, 1964.

LI X B, WANG G Y, ZHANG M, et al. Structures of supercavitating multiphase flows[J]. International journal of thermal sciences, 2008, 47(10):1263-1275.

ZHANG M, CHEN H, WU Q, et al. Experimental and numerical investigation of cavitating vortical patterns around a Tulin hydrofoil[J]. Ocean Engineering, 2019, 173(1):298-307.

HUANG B, QIU S C, LI X B, et al. A review of transient flow structure and unsteady mechanism of cavitating flow[J]. Journal of Hydrodynamics, 2019, 31(3):429-444.

ARAKERI V H, ACOSTA A J. Viscous effects in the inception of cavitation on axisymmetric bodies[J]. Journal of Fluids Engineering, 1973:519-527.

KATZ J. Cavitation phenomena within regions of flow separation[J]. Journal of Fluid Mechanics. 1984, 140:397-436.

GUENNOUN F, FARHAT M, BOUZIAD Y A, et al. Experimental investigation of a particular traveling bubble cavitation[C]//Fifth International Symposium on Cavitation, Osaka, Japan, 2003.

KUBOTA A., KATO H, YAMAGUCHI H, et al. Unsteady structure measurement of cloud cavitation on a foil section using conditional sampling technique[J]. Journal of Fluids Engineering, 1989, 111:204-210.

LIU S, HIGUCHI J, IKOHAGI T. Experimental study of cavity flow behavior on a 2-D hydrofoil[J]. Bulletin of the JSME, 1999, 42(4):641-648.

STUTZ B, REBOUD J. Measurements within unsteady cavitation[J]. Experiments in Fluids, 2000, 29(6):545-552.

STUTZ B, REBOUD J. Two-phase flow structure of sheet cavitation[J]. Physics of Fluids, 1997, 9(12):3678-3686.

ARDNT R E A, WOSNIK M. Towards the control of cavitating flows[C]//The 12th International Symposium on Transport Phenomenon and Dynamics of Rotating Machinery, Honolulu, Hawaii, 2008.

ZHANG B, WANG G Y, HUANG B, et al. Unsteady dynamics of cavitating flows around a hydrofoil[J]. Journal of Experiments in Fluid Mechanics, 2009, 23(3):44-49.

DREYER M, DECAIX J, MUNCH-ALLIGNE C, et al. Mind the gap:A new insight into the tip leakage vortex using stereo-PIV[J]. Experiments in Fluids, 2014, 55(11):1-13.

CHE B X, CAO LL, CHU N, et al:Dynamic behaviors of re-entrant jet and cavity shedding during transitional cavity oscillation on NACA0015 hydrofoil[J]. Journal of Fluids Engineering, 2019, 141(6):061101.

WANG Z Y, ZHANG M D, KONG D C, et al. The influence of ventilated cavitation on vortex shedding behind a bluff body[J]. Experimental Thermal and Fluid Science. 2018, 98:181-194.

GANESH H, MÄKIHARJU S A, CECCIO S L. Bubbly shock propagation as a mechanism for sheet-to-cloud transition of partial cavities[J]. Journal of Fluid Mechanics, 2016, 802:37-78.

LEROUX J B, ASTOLFI J A, BILLARD J Y. An experimental study of unsteady partial cavitation[J]. Journal of Fluids Engineering, 2004, 126:94-101.

LEROUX J B, COUTIER-DELGOSHA O, ASTOLFI J A. A joint experimental and numerical study of mechanisms associated to instability of partial cavitation on two-dimensional hydrofoil[J]. Physics of Fluids, 2005, 17(5):1-20.

KJELDSEN M, ARNDT R E A, EFFERTZ M. Spectral characteristics of sheet/cloud cavitation[J]. Journal of Fluids Engineering, 2000, 122(3):481-487.

ZHANG B. Unsteady dynamic mechanism of sub-cavitating flows[D]. Beijing: Beijing Institute of Technology, 2009.

KAWANAMI Y, KATO H, YAMAUCHI H, et al. Mechanism and control of cloud cavitation[J]. Journal of Fluids Engineering, 1997, 119(4):788-794.

DE LANGE D F, DE BRUIN G J, VAN WIJNGAARDEN L. On the mechanism of cloud cavitation-experiment and modelling[C]//The second international symposium on Cavitation proceedings, Tokyo, Japan, 1994.

FRANC J P. Partial cavity instabilities and re-entrant jet[C]//Fourth International Symposium on Cavitation, Pasadena, California, USA, 2001.

YANG J, ZHOU L, WANG Z. Numerical simulation of three-dimensional cavitation around a hydrofoil[J]. Journal of Fluids Engineering, 2011, 133(8):081301.

FOETH E J. The structure of three-dimensional sheet cavitation[D]. Delft, The Netherland: Delft University of Technology, 2008.

WU Q. Physical and numerical investigation of cavitating flow-induced vibrations[D]. Beijing: Beijing Institute of Technology, 2016.

WU Y T. A wake model for free-streamline flow theory, part 1. fully and partially developed wake flows and cavity flows past an oblique flat plate[J]. Journal of Fluid Mechanics, 1962, 13(2):161-181.

WU Y T. A wake model for free-streamline flow theory, part 2. cavity flows past obstacles of arbitrary profile[J]. Journal of Fluid Mechanics, 1964, 15:65-93.

KINNAS S A, FINE N E. A numerical nonlinear analysis of the flow around two and three dimensional partially cavitating hydrofoils[J]. Journal of Fluid Mechanics, 1993, 254:151-181.

YOUNG Y L, KINNAS S A. numerical modeling of supercavitating propeller flows[J]. Journal of Ship Research, 2003, 47(1):48-62.

DELANNOY Y, KUENY J L. Cavity flow predictions based on the Euler equations[C]//ASME Cavitation and Multiphase Flow Forum, 1990, Toronto, Canada.

OLIVER C D, ASTOLFI J A. Numerical prediction of the cavitation flow on a two-dimensional symmetrical hydrofoil with a single fluid model[C]//Fifth international symposium on cavitation, Osaka, Japan, Cav03-OS-1-013, 2003.

WANG G Y, OSTOJA-STARZEWSKI M. Large eddy simulation of a sheet/cloud cavitation on a NACA0015 hydrofoil[J]. Mathematical Modeling, 2006, 31(3):417-447.

RAYLEIGH B L. On the pressure developed in a liquid during the collapse of a spherical cavity[J]. Philosophical Magazine, 1917, 34(1):94-98.

PLESSET M S. The dynamics of cavitation bubbles[J]. Journal of Applied Mechanics, 1949, 16:228-231.

KUBOTA A, KATO H, YAMAGUCHI H. A new modeling of cavitating flows:a numerical study of unsteady cavitation on a hydrofoil section[J]. Journal of Fluid Mechanics, 1992, 240(1):59-96.

ZWART P J, GERBER G, BELAMRI T. A two-phase flow model for prediction cavitation dynamics[C]//5th ICMF 2004 International Conference on Multiphase Flow, Yokohama, Japan, 2004.

SCHNERR G H, SAUER J. Physical and numerical modeling of unsteady cavitation dynamics[C]//4th International Conference on Multiphase Flow, New Orleans, USA, 2001.

SINGHAL A K, ATHAVALE M M, LI H, et al. Mathematical basis and validation of the full cavitation model[J]. Journal of Fluids Engineering, 2002, 124(3):617-625.

GERBER A G. A CFD model for devices operating under extensive cavitation conditions[J]. International Mechanical Engineering Congress and Exhibit, 2002:341-349.

FROBENIUS M, SCHILLING R, BACHERT R, et al. Three dimensional unsteady cavitation effects on a single hydrofoil and in a radial pump-measurements and numerical simulations[C]//5th International Symposium on Cavitation, Osaka, Japan, 2003.

MOU B, JIANG X, WANG J T. Investigation on implicit numerical method for cavitation flow[J]. Acta Aerodynamica Sinica, 2017, 35(1):27-32.

MERKLE C L, FENG J, BUELOW P E O. Computational modeling of the dynamics of sheet cavitation[C]//3rd International Symposium on Cavitation, Grenoble, France, 1998.

KUNZ R, BOGER D, STINEBRING D, et al. A preconditioned Navier-Stokes method for two-phase flows with application to cavitation prediction[J]. Computers Fluids, 2000, 29(8):849-875.

SENOCAK I, SHYY W. Interfacial dynamics-based modeling of turbulent cavitating flows Part-1:Model development and steady-state computations[J]. International Journal for Numerical Method in Fluid, 2004, 44(9):975-995.

SENOCAK I, SHYY W. Interfacial dynamics-based modeling of turbulent cavitating flows Part-2:Time-dependent computations[J]. International Journal for Numerical Method in Fluid, 2004, 44(9):997-1016.

HUANG B. Physical and numerical investigation of unsteady cavitating flows[D]. Beijing: Beijing Institute of Technology, 2012.

LAUNDER B E, SPALDING D B. The numerical computation of turbulent flows[J]. Computational Methods in Applied Mechanics and Engineering, 1974, 3(2):269-289.

KINZEL M P, LINDAU J W, PELTIER L J, et al. Detached-eddy simulations for cavitating flows[R]. AIAA 2007-4098, 2007.

JOHANSEN S T, WU J, SHYY W. Filter-based unsteady RANS computations[J]. International Journal of Heat Fluid Flow, 2004, 25(1):10-21.

WU J, WANG G, SHYY W. Time-dependent turbulent cavitating flow computations with interfacial transport and filter based models[J]. International Journal for Numerical Methods in Fluids, 2005, 49(7):739-761.

HUANG B, WANG G Y, ZHANG B, et al. Evaluation and application of filter based turbulence model for computations of cloud cavitating flows[J]. Journal of Mechanical Engineering, 2010, 46(8):147-153.

YAKHOT V, ORSZAG S A, THANGHAM S, et al. Development of turbulence models for shear flows by a double expansion technique[J]. Physics of Fluids, 1992, 4(7):1510-1520.

COUTIER-DELGOSHA O, FORTES-PATELLA R, REBOUD J. Evaluation of the turbulence model influence on the numerical simulations of unsteady cavitation[J]. Journal of Fluids Engineering, 2003, 125(1):38-45.

ZHOU L J, WANG Z W. Numerical simulation of cavitation around a hydrofoil and evaluation of a RNG k-ε Model[J]. Journal of Fluids Engineering, 2008, 130:1-7.

LI X B, WANG G Y, ZHANG B, et al. Evaluation of the RNG k - ε model on the numerical simulations of supercavitating flows around a hydrofoil[J ] . Chinese Journal of Hydrodynamics, 2008, 23(2):181-188.

HUANG B, WANG G Y, ZHAO Y, et al. Physical and numerical investigation on transient cavitating flows[J]. Science China-Technological Sciences, 2013, 56(9):2207-2218.

HUANG B, YOUNG Y L, WANG G Y, et al. Combined experimental and computational investigation of unsteady structure of sheet/cloud cavitation[J]. Journal of Fluids Engineering, 2013, 135:1-16.

HUANG B, ZHAO Y, WANG G Y. Large eddy simulation of turbulent vortex-cavitation interactions in transient sheet/cloud cavitating flows[J]. Computers and Fluids, 201492:113-124.

HU C L. Study on the physical mechanism of cavitating flows around axisymmetric bodies[D]. Beijing: Beijing Institute of Technology, 2015.

DEARDOFF J W. The use of subgrid transport equation in a three dimensional model of atmospheric turbulence[J]. ASME J Fluid Engineering, 95:429.

GNANASKANDAN A, MAHESH K. Large eddy simulation of the transition from sheet to cloud cavitation over a wedge[J]. Int J Multiphase Flow, 2016, 83:86-102.

JI B, LUO X W, ARNDT R E A, et al. Large eddy simulation and theoretical investigations of the transient cavitating vortical flow structure around a NACA66 hydrofoil[J]. International Journal of Multiphase Flow, 2015, 68:121-134.

Steven A O. Numerical study of three-dimensional homogeneous, isotropic turbulence[J]. Physical Review Letter, 1972, 28:76.

FU D X, MA Y W, LI X L, et al. Direct numerical simulation of compressible turbulence[M]. Beijing:Science Press, 2010.

XU C Y. Large eddy simulation of the compressible flow past a circular cylinder and its flow control[D]. Hefei: University of Science and Technology of China, 2009.

SUN X B. Direct simulation and large eddy simulation of compressible shear turbulence[D]. Hefei: University of Science and Technology of China, 2007.

ROGERS M M, MOIN P. The structure of the vorticity field in homogeneous turbulent flows[J]. J Fluid Mech, 1987, 176:33-66.

RODRIGUEZ I, BORELL R, LEHMKUHL O, et al. Direct numerical simulation of the flow over a sphere at Re =3700[J ] . J Fluid Mech, 2011, 679:263-287.

WANG Z Y. Study on the characteristics and mechanism of vortex shedding in the ventilated cavitating turbulence flow[D]. Beijing: Beijing Institute of Technology, 2019.

THEODORSEN T. General theory of aerodynamic instability and the mechanism of flutter[R]. National Advisory Committee for Aeronautics, Technical Report 496, 1935.

SEARS W R. Some aspects of non-stationary airfoil theory and its practical application[J]. Journal of the Aeronautical Sciences, 1941, 8(3):104-108.

GARRICK I E. Bending-torsion flutter calculations modified by subsonic compressibility corrections[R]. National Advisory Committee for Aeronautics, Technical Report 836, 1946.

THOMAS J, DOWELL E, HALL K. Nonlinear inviscid aerodynamic effects on transonic divergence, flutter, and limit-cycle oscillations[J]. AIAA Journal, 2002, 40(4):638-646.

EDWARDS J, WIESEMA C. Flutter and divergence analysis using the generalized aeroelastic analysis method[J]. Journal of Aircraft, 2008, 45(3):906-915.

ZHANG X C, ZHANG J, NI Y L, et al. PIV experiment of water-induced vibration and flow visualisation around a two-dimensional wing[J]. Shipbuilding of China, 2000, 41(1):26-30.

WANG W Q, ZHANG L X, YAN Y, et al. Fluid-induced vibrations of thin elastic plate for different inflow Reynolds numbers[J]. Journal of Beijing University of Technology, 2012, 38(1):55-59.

WANG Y W, LIAO L J, DU T Z, et al. A study on the collapse of cavitation bubble surrounding the underwater-launched projectile and its fluid-structure coupling effects[J]. Ocean Engineering, 2014, 84:228-236

CHAE E J. Dynamic response and stability of flexible hydrofoils in incompressible and viscous flow[J]. University of Michigan, 2015.

ZOBEIRI A, AUSONI P, AVELLAN F, et al. How oblique trailing edge of a hydrofoil reduces the vortex-induced vibration[J]. Journal of Fluids and Structure, 2012, 32:78-89.

SO R M C, ZHOU Y, LIU M H. Free vibrations of an elastic cylinder in a cross flow and their effects on the near wake[J]. Experiments in Fluids, 2000, 29:130-144.

GLIO S, MARUTA Y. Experimental investigations on pressure fluctuations and vibration of the impeller in a centrifugal pump with vaned diffusers[J]. JSME International Journal, 2005, 48(1):136-143.

DUCOIN A, ASTOLFI J A, SIGRIST J F. An experimental analysis of fluid structure interaction on a flexible hydrofoil in various flow regimes including cavitating flow[J]. European Journal of Mechanics B/Fluids, 2012, 36:63-74.

DUCOIN A, ASTOLFI J A, GOBERT M L. An experimental study of boundary-layer transition induced vibrations on a hydrofoil[J]. Journal of Fluids and Structures, 2012, 32(3):37-51.

DE LA TORRE O, ESCALER X, EGUSQUIZA E, et al. Experimental investigation of added mass effects on a hydrofoil under cavitation conditions[J]. Fluids Struct. 2013, 39:173-187.

LELONG A, GUIFFANT P, ANDRE J. An experimental analysis of the structural response of flexible lightweight hydrofoils in various flow conditions[C]//Proceedings of the International Symp Transp Phenom Dyn Rotating Mach, Hawaii, Honolulu, 2016.

WU Q, WANG Y N, WANG G Y. Experimental investigation of cavitating flow-induced vibration of hydrofoils[J]. Ocean Engineering, 2017, 144(1):50-60.

CHEN G H, WANG G Y, HU C L, et al. Observations and measurements on unsteady cavitating flows using a simultaneous sampling approach[J]. Experiments in Fluids, 2015, 56(32):1-11.

AKTAS B, ATLAR M, FITZSIMMONS P, et al. An advanced joint time-frequency analysis procedure to study cavitation-induced noise by using standard series propeller data[J]. Ocean Engineering, 2018, 170:329-350.

MA X J, HUANG B, ZHAO X, et al. Comparisons of spark-charge bubble dynamics near the elastic and rigid boundaries[J]. Ultrasonics Sonochemistry, 2018, 43:80-90.

ZHENG X B, LUO X Q, WU H J. Analysis of fluid-solid coupling dynamic characteristics for the axial flow blades[J]. Journal of Xi'an University of Technology, 2005, 21(4):342-346.

WANG F J, ZHAO W, YANG M, et al. Analysis on unsteady fluid-structure interaction for a large scale hydraulic turbine Ⅱ. Structure dynamic stress and fatigue reliability[J]. Journal of Hydraulic Engineering, 2012, 43(1):15-21.

MVNCH C, AUSONI P, BRAUN O, et al. Fluid-Structure Coupling for an Oscillating Hydrofoil[J]. Journal of Fluids and Structures, 2010, 26(6):1018-1033.

RYZHAKOV P B, ROSSI R, IDELSOHN S R, et al. A monolithic Lagrangian approach for fluid structure interaction problems[J]. Computational Mechanics, 2010, 46(6):883-899.

MICHLER C, HULSHOFF S J, VAN BRUMMELEN E H, et al. A monolithic approach to fluid structure interaction[J]. Computers Fluids, 2004, 33(5):839-848.

WU Q, HUANG B, WANG G Y, et al. Fluid structure interaction analysis of a hydrofoil based on fully coupled algorithm[J]. Journal of Ship Mechanics, 2017, 21(07):804-813.

DUCOIN A, YOUNG Y L. Hydroelastic response and stability of a hydrofoil in viscous flow[J]. Journal of Fluids and Structures, 2013, 38:40-57.

LEE A H, CAMPBELL R L, CRAVEN B A, et al. Fluid-structure interaction simulation of vortex-induced vibration of a flexible hydrofoil[J]. Journal of Vibration and Acoustics Transactions of the ASME. 2017, 139(4):.

CAUSIN P, GERBEAU J F, NOBILE F. Added-mass effect in the design of partitioned algorithms for fluid-structure problems[J]. Computer methods in applied mechanics and engineering. 2005, 194:4506-4527.

LIU X, ZHOU L J, ESCALER X, et al. Numerical simulation of added mass effects on a hydrofoil incavitating flow using acoustic fluid-structure interaction[J]. Journal of Fluids Engineering, 2017, 139(4):041301.

FARHAT C, VANDER ZEE K, GEUZAINE P H. Provably second-order time-accurate loosely-coupled solution algorithms for transient nonlinear aeroelasticity[J]. Computer Methods in Applied Mechanics and Engineering, 2006, 195(17):1973-2001.

CAMPBELL R L, PATERSON E G. Fluid-structure interaction analysis of flexible turbomachinery[J]. Journal of Fluids and Structure, 2011, 27:1376-1391.

YOUNG Y L, CHAE E J, AKCABAY D T. Hybrid algorithm for modeling of fluid-structure interaction in incompressible viscous flows[J]. Acta Mechanica Sinica, 2012, 28(4):1030-1041.

WU Q, HUANG B, WANG G Y, etc. Experimental and numerical investigation of hydroelastic response of a flexible hydrofoil in cavitating flow[J]. International Journal of Multiphase Flow, 2015, 74:19-33.

WU Q, HUANG B, WANG G Y, et al. The transient characteristics of cloudcavitating flow over a flexible hydrofoil[J]. International Journal of Multiphase Flow, 2018, 99:162-173.

LI K, KOU J, ZHANG W. Deep neural network for unsteady aerodynamic and aeroelastic modeling across multiple Mach numbers[J]. Nonline Dynamics, 2019:1-21.

ZHANG Z, SONG X, YE S, et al. Application of deep learning method to Reynolds stress models of channel flow based on reduced-order modeling of DNS data[J]. Journal of Hydrodynamics, 2019, 5(1):58-65.

WANG Y W, HUANG C G. Research progress on hydrodynamics of high speed vehicles in the underwater launching process[J]. Advances in Mechanics, 2018, 48:259-298.

WANG C C, WU Q, HUANG B, et al. Numerical investigation of cavitation vortex dynamics in unsteady cavitating flow with shock wave propagation[J]. Ocean Engineering, 2018, 156:424-434.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Impact of key area optimization on the aerodynamic characteristics of a high-speed train in crosswind

Static aerodynamic characteristics of symmetrical wind turbine airfoils considering the influence of near-ocean underlying surface

Numerical simulation of liquid film cooling on hypersonic oblique plate

Performance of various SST models in predicting typical separated flows

Aerodynamic characteristics of seagull bionic airfoil based on breathable structure

Related Author

Jiang Jiyun

Liu Tanghong

Wang Xinran

Gao Hongrui

Wang Lei

Jia Xiaofeng

Huang Wen

Hu Chuanxin

Related Institution

中南大学交通运输工程学院，轨道交通安全教育部重点实验室

中南大学轨道交通安全关键技术国际合作联合实验室

中南大学轨道交通列车安全保障技术国家地方联合工程研究中心

中车长春轨道客车股份有限公司

School of urban construction, Wuhan University of Science and Technology, Wuhan

AI问答

⁰