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Numerical evaluation of passive control of shock wave/boundary layer interaction on NACA0012 airfoil using jagged wall 被引量:3
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作者 Mojtaba Dehghan Manshadi Ramin Rabani 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2016年第5期792-804,共13页
Shock formation due to flow compressibility and its interaction with boundary layers has adverse effects on aerodynamic characteristics, such as drag increase and flow separation. The objective of this paper is to app... Shock formation due to flow compressibility and its interaction with boundary layers has adverse effects on aerodynamic characteristics, such as drag increase and flow separation. The objective of this paper is to appraise the practicability of weakening shock waves and, hence, reducing the wave drag in transonic flight regime using a two-dimensional jagged wall and thereby to gain an appropriate jagged wall shape for future empirical study. Different shapes of the jagged wall, including rectangular, circular, and triangular shapes, were employed. The numerical method was validated by experimental and numerical studies involving transonic flow over the NACA0012 airfoil, and the results presented here closely match previous experimental and numerical results. The impact of parameters, including shape and the length-to-spacing ratio of a jagged wall, was studied on aerodynamic forces and flow field. The results revealed that applying a jagged wall method on the upper surface of an airfoil changes the shock structure significantly and disintegrates it, which in turn leads to a decrease in wave drag. It was also found that the maximum drag coefficient decrease of around 17 % occurs with a triangular shape, while the maximum increase in aerodynamic efficiency(lift-to-drag ratio)of around 10 % happens with a rectangular shape at an angle of attack of 2.26?. 展开更多
关键词 Jagged wall Passive flow control shock wave/boundary layer interaction Aerodynamic efficiency
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Hypersonic Shock Wave/Boundary Layer Interactions by a Third-Order Optimized Symmetric WENO Scheme 被引量:1
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作者 Li Chen Guo Qilong +1 位作者 Li Qin Zhang Hanxin 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2017年第5期524-534,共11页
A novel third-order optimized symmetric weighted essentially non-oscillatory(WENO-OS3)scheme is used to simulate the hypersonic shock wave/boundary layer interactions.Firstly,the scheme is presented with the achieveme... A novel third-order optimized symmetric weighted essentially non-oscillatory(WENO-OS3)scheme is used to simulate the hypersonic shock wave/boundary layer interactions.Firstly,the scheme is presented with the achievement of low dissipation in smooth region and robust shock-capturing capabilities in discontinuities.The Maxwell slip boundary conditions are employed to consider the rarefied effect near the surface.Secondly,several validating tests are given to show the good resolution of the WENO-OS3 scheme and the feasibility of the Maxwell slip boundary conditions.Finally,hypersonic flows around the hollow cylinder truncated flare(HCTF)and the25°/55°sharp double cone are studied.Discussions are made on the characteristics of the hypersonic shock wave/boundary layer interactions with and without the consideration of the slip effect.The results indicate that the scheme has a good capability in predicting heat transfer with a high resolution for describing fluid structures.With the slip boundary conditions,the separation region at the corner is smaller and the prediction is more accurate than that with no-slip boundary conditions. 展开更多
关键词 hypersonic flows shock wave/boundary layer interactions weighted essentially non-oscillatory(WENO)scheme slip boundary conditions
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STUDY OF SWEPT SHOCK WAVE AND BOUNDARY LAYER INTERACTIONS
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作者 邓学蓥 《Chinese Journal of Aeronautics》 SCIE EI CSCD 1998年第4期2-10,共9页
This paper presents briefly the recent progress on study of swept shock wave/boundary layer interactions with emphasis on application of zonal analysis and correlation analysis to them. Based on the zonal analysis an ... This paper presents briefly the recent progress on study of swept shock wave/boundary layer interactions with emphasis on application of zonal analysis and correlation analysis to them. Based on the zonal analysis an overall framework of complicated interaction flow structure including both surface flowfield and space flowfield is discussed. Based on correlation analysis the conical interactions induced by four families of shock wave generators have been discussed in detail. Some control parameter and physical mechanism of conical interaction have been revealed. Finally some aspects of the problem and the prospects for future work are suggested. 展开更多
关键词 swept shock wave shock wave/boundary layer interaction zonal analysis correlation analysis
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Study of interaction between shock wave and unsteady boundary layer
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作者 董志勇 韩肇元 《Journal of Zhejiang University Science》 EI CSCD 2003年第1期35-39,共5页
This paper reports theoretical and experimental study of a new type of interaction of a moving shock wave with an unsteady boundary layer. This type of shock wave-boundary layer interaction describes a moving shock wa... This paper reports theoretical and experimental study of a new type of interaction of a moving shock wave with an unsteady boundary layer. This type of shock wave-boundary layer interaction describes a moving shock wave interaction with an unsteady boundary layer induced by another shock wave and a rarefaction wave. So it is different from the interaction of a stationary shock wave with steady boundary layer, also different from the interaction of a reflected moving shock wave at the end of a shock tube with unsteady boundary layer induced by an incident shock. Geometrical shock dynamics is used for the theoretical analysis of the shock wave-unsteady boundary layer interaction, and a double-driver shock tube with a rarefaction wave bursting diaphragm is used for the experimental investigation in this work. 展开更多
关键词 Moving shock wave Unsteady boundary layer interaction
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THE INTERACTION OF A SHOCK WAVE WITH THE BOUNDARY LAYER IN A REFLECTED SHOCK TUNNEL
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作者 徐立功 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1989年第6期545-552,共8页
The influence of a nontotal reflection on the interaction of a reflected shock wave with the boundary layer in a reflected shock tunnel has been investigated. The calculating method of the velocity, the temperature an... The influence of a nontotal reflection on the interaction of a reflected shock wave with the boundary layer in a reflected shock tunnel has been investigated. The calculating method of the velocity, the temperature and the Mach number profiles in the boundary layer in reflected shock fixed coordinates has been obtained. To account for equilibrium real gas effects of nitrogen, the numerical results show that the minimum Mach number in the boundary layer has been moved from the wall into the boundary layer with the increasing of the incident shock Mach number. The minimum Mach number, the shock angle in the bifurcated foot and the jet velocity along the wall to the end plate are reduced owing to the Increasing of the area of nozzle throat. The numerical results are in good agreement with measurements. 展开更多
关键词 very THE interaction OF A shock wave WITH THE boundary LAYER IN A REFLECTED shock TUNNEL
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HEATING CHARACTERISTICS OF BLUNT SWEPT FIN-INDUCED SHOCK WAVE TURBULENT BOUNDARY LAYER INTERACTION 被引量:4
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作者 唐贵明 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 1998年第2期139-146,共8页
An experimental study was conducted on shock wave turbulent boundary layer interactions caused by a blunt swept fin-plate configuration at Mach numbers of 5.0, 7.8, 9.9 for a Reynolds number range of (1.0.similar to 4... An experimental study was conducted on shock wave turbulent boundary layer interactions caused by a blunt swept fin-plate configuration at Mach numbers of 5.0, 7.8, 9.9 for a Reynolds number range of (1.0.similar to 4.7) x 10(7)/m. Detailed heat transfer and pressure distributions were measured at fin deflection angles of up to 30 degrees for a sweepback angle of 67.6 degrees. Surface oil flow patterns and liquid crystal thermograms as well as schlieren pictures of fin shock shape were taken. The study shows that the flow was separated at deflection of 10 degrees and secondary separation were detected at deflection of theta greater than or equal to 20 degrees. The heat transfer and pressure distributions on flat plate showed an extensive plateau region followed by a distinct dip and local peak close to the fin foot. Measurements of the plateau pressure and heat transfer were in good agreement with existing prediction methods, but pressure and heating peak measurements at M greater than or equal to 6 were significantly lower than predicted by the simple prediction techniques at lower Mach numbers. 展开更多
关键词 FIN shock wave boundary layer interaction hypersonic flow heat transfer
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Direct numerical simulation of shock wave/boundary layer interaction controlled by steady microjet in a compression ramp
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作者 Ruoye XIAO Dong SUN Jian YU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第10期83-102,共20页
Shock wave/boundary layer interaction in a 24°turning angle of the compression ramp at Mach number 2.9 controlled by steady microjet is investigated using direct numerical simulation.Three different jet spacings ... Shock wave/boundary layer interaction in a 24°turning angle of the compression ramp at Mach number 2.9 controlled by steady microjet is investigated using direct numerical simulation.Three different jet spacings which are termed as sparse,moderate and dense are considered,and the induced vortex system and shock structures are compared.A moderate jet spacing configuration is found to generate counter-rotating vortex pairs that transport high-momentum fluid towards the vicinity of wall and strengthen the boundary layer to resist separation,reducing the separation region.The dense jet spacing configuration creates a larger momentum deficit region,reducing the friction downstream of the corner.Analysis of pressure and pressure gradient reveals that dense jet spacing configuration reduces the intensity of separation shock.The impact of varying jet spacings on the turbulent kinetic energy transport mechanism is also investigated by decomposing the budget terms in the transport equation.Furthermore,the spectral characteristics of the separation region are studied using power spectral density and dynamic mode decomposition methods,revealing that moderate jet spacing configuration suppresses low-frequency fluctuations in the separation region. 展开更多
关键词 shock wave/boundary layer interaction Compression ramp Steady microjet Different jet spacings Direct numerical simulation
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Effects of Number of Bleed Holes on Shock-Wave/Boundary-Layer Interactions in a Transonic Compressor Stator
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作者 LI Bai ZHOU Xun +1 位作者 LUO Lei DU Wei 《Journal of Thermal Science》 SCIE EI CAS CSCD 2024年第2期611-624,共14页
An extensive numerical investigation is conducted to characterize the flow separation control in a transonic compressor cascade with a porous bleed.The bleed holes are arranged on the suction surface in a single row,t... An extensive numerical investigation is conducted to characterize the flow separation control in a transonic compressor cascade with a porous bleed.The bleed holes are arranged on the suction surface in a single row,two staggered rows and three staggered rows.For each bleed scheme,five bleed pressure ratios are examined at an inlet Mach number of 1.0.The results indicate that the aerodynamic performance of the cascade is significantly improved by the porous bleed.For the single-row scheme,the maximum reduction in total pressure losses is 57%.For the two-staggered-row and three-staggered-row schemes,there is an optimal bleed pressure ratio of 1.0,and the maximum reductions in total pressure loss are 68% and 75%,respectively.The low loss in the cascade is due to the well-controlled boundary layer.The new local supersonic region created by the bleed hole is the key reason for the improved boundary layer.The vortex induced by side bleeding provides another mechanism for delaying flow separation.Increasing the bleed holes could create multiple local supersonic regions,which reduce the range of the adverse pressure gradient that the boundary layer needs to withstand.This is the reason why cascades with more bleed holes perform better. 展开更多
关键词 transonic compressor stator shock wave/boundary layer interaction porous bleed number of bleed holes
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Study on Internal Supersonic Flows with Pseudo-shock Wave Using Liquid Crystal Flow Visualization Method 被引量:2
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作者 王东屏 兆文忠 +1 位作者 杉山弘 东条启 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第2期102-107,共6页
The flow visualization technique using shear-sensitive liquid crystal is applied to the investigation of a Mach 2 internal supersonic flow with pseudo-shock wave (PSW) in a pressure-vacuum supersonic wind tunnel. It... The flow visualization technique using shear-sensitive liquid crystal is applied to the investigation of a Mach 2 internal supersonic flow with pseudo-shock wave (PSW) in a pressure-vacuum supersonic wind tunnel. It provides qualitative information mainly concerning the overall flow structure, such as the turbulent boundary layer separation, reattachment locations and the dimensionalities of the flow. Besides, it can also give understanding of the surface streamlines, vortices in separation region and the corner effect of duct flow. Two kinds of crystals with different viscosities are used in experiments to analyze the viscosity effect. Results are compared with schlieren picture, confirming the effectiveness of liquid crystal in flow-visualization. 展开更多
关键词 surface flow visualization turbulent boundary layer separation pseudo-shock-wave shock wave/turbulent boundary layer interaction shear-sensitive liquid crystal comer effect
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A CALCULATING METHOD OF SHOCK WAVE OSCILLATING FREQUENCY DUE TO TURBULENT SHEAR LAYER FLUCTUATIONS IN SUPERSONIC FLOW
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作者 徐立功 冉政 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1991年第8期777-784,共8页
One of the more severe fluctuating pressure environments encountered in supersonic or hypersonic flows is the shock wave oscillation driven by interaction of a shock wave with boundary layer. The high intensity oscill... One of the more severe fluctuating pressure environments encountered in supersonic or hypersonic flows is the shock wave oscillation driven by interaction of a shock wave with boundary layer. The high intensity oscillating shock wave may induce structure resonance of a high speed vehicle. The research for the shock oscillation used to adopt empirical or semiempirical methods because the phenomenon is very complex. In this paper a theoretical solution on shock oscillating frequency due to turbulent shear layer fluctuations has been obtained from basic conservation equations. Moreover, we have attained the regularity of the frequency of oscillating shock varying with incoming flow Much numbers M and turning angle . The calculating results indicate excellent agreement with measurements. This paper has supplied a valuable analytical method to study aeroelastic problems produced by shock wave oscillation. 展开更多
关键词 shock wave oscillation interaction of shock wave with boundary layer fluctuating pressure eigenfrequency of shock wave turbulent acoustic radiation aeroelastics
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Numerical Simulation of Lateral Jet Interaction
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作者 Jin Chen Yaofeng Liu Jinglong Bo 《Journal of Applied Mathematics and Physics》 2017年第9期1686-1693,共8页
Jet interaction effects on aerodynamic characteristics of aircraft in subsonic/transonic compressible crossflow are investigated numerically. The high reliable CFD method is established and compared with existing expe... Jet interaction effects on aerodynamic characteristics of aircraft in subsonic/transonic compressible crossflow are investigated numerically. The high reliable CFD method is established and compared with existing experimental results. The lateral jet interaction characteristics of lateral jet in subsonic/ transonic compressible crossflow on an ogive-cylinder configuration are simulated numerically. Variation characteristics of normal force amplification factor, pitching moment and amplification factor are analyzed and compared with the results at supersonic condition. Research results and some useful conclusions can be provided for the design of RCS aircraft control system as basis and reference in subsonic/transonic compressible crossflow. 展开更多
关键词 LATERAL JET JET interaction shock wave/boundary Layer interaction NUMERICAL Simulation
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激波/湍流边界层干扰中的自适应控制技术
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作者 黄伟 吴瀚 +2 位作者 钟翔宇 杜兆波 柳军 《国防科技大学学报》 EI CAS CSCD 北大核心 2024年第2期49-61,共13页
从激波/湍流边界层干扰机理以及流动控制的迫切需求入手,从自适应涡流发生器、自适应鼓包、自适应微射流以及自适应次流循环四个方面对激波/湍流边界层干扰中的自适应控制技术研究进展进行了总结。分析认为,结合AI技术发展自适应流动控... 从激波/湍流边界层干扰机理以及流动控制的迫切需求入手,从自适应涡流发生器、自适应鼓包、自适应微射流以及自适应次流循环四个方面对激波/湍流边界层干扰中的自适应控制技术研究进展进行了总结。分析认为,结合AI技术发展自适应流动控制技术,加速控制方式智能化,可作为新一代高超声速飞行器宽速域飞行的重要技术手段。具体来说,就是通过调节外加激励对高超声速飞行器不同区域实现局部流动加/减速、气动热防护、气动控制等功能,根据流场参数建立控制反馈回路,自适应调整局部流场结构,以满足工程实际需求。 展开更多
关键词 自适应流动控制 激波/湍流边界层干扰 高超声速飞行器 自主决策 分离 热流峰值
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湍流普朗特数在高超声速绕流中的修正
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作者 刘景源 《弹箭与制导学报》 北大核心 2024年第1期1-5,共5页
为精确模拟高超声速激波/湍流边界层干扰导致的复杂非平衡湍流流动,提出一种湍流普朗特数修正模型。应用数值模拟及理论分析方法,对高超声速来流马赫数为9.22的平板、压缩拐角等绕流进行数值分析,评估了所提出的湍流普朗特数修正模型。... 为精确模拟高超声速激波/湍流边界层干扰导致的复杂非平衡湍流流动,提出一种湍流普朗特数修正模型。应用数值模拟及理论分析方法,对高超声速来流马赫数为9.22的平板、压缩拐角等绕流进行数值分析,评估了所提出的湍流普朗特数修正模型。数值模拟结果与实验数据及Kays湍流普朗特数模型的对比表明:对高超声速复杂流动,湍流普朗特数应进行修正,提出的经湍流非平衡参数修正的湍流普朗特数修正模型与原模型及Kays模型相比,给出的壁面压强、壁面热流更精确,壁面最大热流相对误差小于6%。 展开更多
关键词 高超声速 激波/湍流边界层干扰 气动热 湍流普朗特数 数值模拟
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Hypersonic flow control of shock wave/turbulent boundary layer interactions using magnetohydrodynamic plasma actuators 被引量:8
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作者 Hao JIANG Jun LIU +2 位作者 Shi-chao LUO Jun-yuan WANG Wei HUANG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2020年第9期745-760,共16页
The effect of magnetohydrodynamic(MHD)plasma actuators on the control of hypersonic shock wave/turbulent boundary layer interactions is investigated here using Reynolds-averaged Navier-Stokes calculations with low mag... The effect of magnetohydrodynamic(MHD)plasma actuators on the control of hypersonic shock wave/turbulent boundary layer interactions is investigated here using Reynolds-averaged Navier-Stokes calculations with low magnetic Reynolds number approximation.A Mach 5 oblique shock/turbulent boundary layer interaction was adopted as the basic configuration in this numerical study in order to assess the effects of flow control using different combinations of magnetic field and plasma.Results show that just the thermal effect of plasma under experimental actuator parameters has no significant impact on the flow field and can therefore be neglected.On the basis of the relative position of control area and separation point,MHD control can be divided into four types and so effects and mechanisms might be different.Amongst these,D-type control leads to the largest reduction in separation length using magnetically-accelerated plasma inside an isobaric dead-air region.A novel parameter for predicting the shock wave/turbulent boundary layer interaction control based on Lorentz force acceleration is then proposed and the controllability of MHD plasma actuators under different MHD interaction parameters is studied.The results of this study will be insightful for the further design of MHD control in hypersonic vehicle inlets. 展开更多
关键词 HYPERSONIC shock wave/turbulent boundary layer interaction Magnetohydrodynamic(MHD) Flow control
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Scaling of interaction lengths for hypersonic shock wave/turbulent boundary layer interactions 被引量:4
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作者 Yuting HONG Zhufei LI Jiming YANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第5期504-509,共6页
The interaction length induced by Shock Wave/Turbulent Boundary-Layer Interactions(SWTBLIs)in the hypersonic flow was investigated using a scaling analysis,in which the interaction length normalized by the displacemen... The interaction length induced by Shock Wave/Turbulent Boundary-Layer Interactions(SWTBLIs)in the hypersonic flow was investigated using a scaling analysis,in which the interaction length normalized by the displacement thickness of boundary layer was correlated with a corrected non-dimensional separation criterion across the interaction after accounting for the wall temperature effects.A large number of hypersonic SWTBLIs were compiled to examine the scaling analysis over a wide range of Mach numbers,Reynolds numbers,and wall temperatures.The results indicate that the hypersonic SWTBLIs with low Reynolds numbers collapse on the supersonic SWTBLIs,while the hypersonic cases with high Reynolds numbers show a more rapid growth of the interaction length than that with low Reynolds numbers.Thus,two scaling relationships are identified according to different Reynolds numbers for the hypersonic SWTBLIs.The scaling analysis provides valuable guidelines for engineering prediction of the interaction length,and thus,enriches the knowledge of hypersonic SWTBLIs. 展开更多
关键词 Hypersonic flow interaction length Scaling laws Separation criterion shock wave/turbulent boundary layer interactions
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Strong interactions of incident shock wave with boundary layer along compression corner 被引量:2
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作者 Shanguang GUO Yun WU Hua LIANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第12期3149-3157,共9页
The coherent structure and instability of the interaction of incident shock wave with boundary layer developing on a compression corner are experimentally studied.The experiments are carried out in a supersonic wind t... The coherent structure and instability of the interaction of incident shock wave with boundary layer developing on a compression corner are experimentally studied.The experiments are carried out in a supersonic wind tunnel of Mach number 2.Particular attention is paid to shock patterns and unsteady shock motions induced by the separation bubble.The high-speed schlieren is used to visualize the flowfield evolution and to characterize the instability.The snapshot proper orthogonal decomposition of schlieren sequences is applied to investigate the primary coherent structure in the flowfield.Fast Fourier transform and continuous wavelet transformation are applied to characterize the instability.The results show that there are large-scale low-frequency oscillations of the shock waves and small-scale high-frequency pulsations in the separation region.The peak frequency of shock oscillation is mainly concentrated in the range of 100–1000 Hz.The pulsation of the small flow structure in the separation bubble is mainly concentrated above 12.5 k Hz.Based on the results of experimental analysis,the preliminary mechanism of the largescale instability of such interaction is obtained. 展开更多
关键词 shock wave boundary layer interaction Flow mechanism INSTABILITY
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Passage shock wave/boundary layer interaction control for transonic compressors using bumps 被引量:2
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作者 Yongzhen LIU Wei ZHAO +2 位作者 Qingjun ZHAO Qiang ZHOU Jianzhong XU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2022年第2期82-97,共16页
Flow separation due to shock wave/boundary layer interaction is dominated in blade passage with supersonic relative incoming flow,which always accompanies aerodynamic performance penalties.A loss reduction method for ... Flow separation due to shock wave/boundary layer interaction is dominated in blade passage with supersonic relative incoming flow,which always accompanies aerodynamic performance penalties.A loss reduction method for smearing the passage shock foot via Shock Control Bump(SCB)located on transonic compressor rotor blade suction side is implemented to shrink the region of boundary layer separation.The curved windward section of SCB with constant adverse pressure gradient is constructed ahead of passage shock-impingement point at design rotor speed of Rotor 37 to get the improved model.Numerical investigations on both two models have been conducted employing Reynolds-Averaged Navier-Stokes(RANS)method to reveal flow physics of SCB.Comparisons and analyses on simulation results have also been carried out,showing that passage shock foot of baseline is replaced with a family of compression waves and a weaker shock foot for moderate adverse pressure gradient as well as suppression of boundary layer separations and secondary flow of low-momentum fluid within boundary layer.It is found that adiabatic efficiency and total pressure ratio of improved blade exceeds those of baseline at 95%-100%design rotor speed,and then slightly worsens with decrease of rotatory speed till both equal below 60%rated speed.The investigated conclusion implies a potential promise for future practical applications of SCB in both transonic and supersonic compressors. 展开更多
关键词 Flow separation Passage shock shock Control Bump(SCB) shock wave/boundary layer interaction Transonic compressors
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Unsteadiness of Shock Wave/Boundary Layer Interaction in Supersonic Cascade
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作者 Hong-JuanWang Ke-JunCai 《Journal of Thermal Science》 SCIE EI CAS CSCD 1996年第4期243-247,共5页
An investigation of the passive control of shock wave/boundary laper interaction for reducing the amplitude of the shock oscillation was conducted on the circular arc-wedge (CW) profile cascade in a 220×290 mm tr... An investigation of the passive control of shock wave/boundary laper interaction for reducing the amplitude of the shock oscillation was conducted on the circular arc-wedge (CW) profile cascade in a 220×290 mm transonic compressor cascade wind tunnel. A perforated surface with a cavity beneath it was positioned on the suction surface of the blade at the location of shock impingement. The Schlieren and high-speed photographs for flow over perforated blade are presented and compared with the results for solid blades. With the perforated surface, the high-speed photographs indicated an significant suppression of shock oscillation. 展开更多
关键词 shock wave/boundary layer interaction passive control of shock wave/boundary layerinteraction (PSBLI) λ shock wave shock oscillation.
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面向内流的激波/边界层湍流模型数据同化及应用
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作者 杨茂桃 郭明明 +3 位作者 田野 易淼荣 乐嘉陵 张华 《推进技术》 EI CAS CSCD 北大核心 2024年第8期44-55,共12页
为研究压缩拐角激波/边界层干扰问题和机器学习方法在湍流模型参数辨识中的有效性,提出一种面向内流的激波/边界层湍流模型数据同化方法,以Kriging代理模型传播参数不确定量化过程,基于贝叶斯框架构建似然函数作为评判标准,最后利用粒... 为研究压缩拐角激波/边界层干扰问题和机器学习方法在湍流模型参数辨识中的有效性,提出一种面向内流的激波/边界层湍流模型数据同化方法,以Kriging代理模型传播参数不确定量化过程,基于贝叶斯框架构建似然函数作为评判标准,最后利用粒子群优化算法近似获取参数的最大似然估计并进行参数验证。结果表明,通过校准大角度(24°)压缩拐角获取的湍流模型参数,可以应用到相同条件下相对较小的小角度(20°,16°和8°)压缩拐角,获取的壁面压力、摩阻系数和速度剖面均与试验值基本吻合。在Ma=2.85下校准的壁面压力,均方根误差由60.29%下降到16.56%。将大角度下获取的参数应用到Ma=2.9和不同的入射边界层厚度的条件下,获取的壁面压力和速度剖面仍与试验值基本吻合,验证了小范围马赫数内湍流模型参数的适用性。 展开更多
关键词 激波/边界层干扰 数据同化 SST湍流模型 贝叶斯优化 参数辨识 普适性分析
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Analysis of the Oscillatory Flows of Multiple Shock Waves in a Constant Area Duct
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作者 K JAMES Jintu KIM Heuy Dong 《Journal of Thermal Science》 SCIE EI CAS CSCD 2024年第3期794-806,共13页
The oscillatory response of multiple shock waves to downstream perturbations in a supersonic flow is studied numerically in a rectangular duct.Multiple shock waves are formed inside the duct at a shock Mach number of ... The oscillatory response of multiple shock waves to downstream perturbations in a supersonic flow is studied numerically in a rectangular duct.Multiple shock waves are formed inside the duct at a shock Mach number of 1.75.The duct has an exit height of H,and the effect of duct resonance on multiple shock oscillations is investigated by attaching exit ducts of lengths 0H,50H,and 150H.The downstream disturbance frequency varied from 10 Hz to 200 Hz to explore the oscillation characteristics of the multiple shock waves.The oscillatory response of shock waves under self-excited and forced oscillation conditions are analyzed in terms of wall static pressure,shock train leading-edge location,shock train length,and the size of the separation bubble.The extent of the initial shock location increases with an increase in exit duct length for the self-excited oscillation condition.The analysis of the shock train leading edge and the spectral analysis of wall static pressure variations are conducted.The variation in the shock train length is analyzed using the pressure ratio method for self-excited as well as forced oscillations.The RMS amplitude of the normalized shock train length(ζ_(ST))increases with an increase in the exit duct length for the self-excited oscillation condition.When the downstream perturbation frequency is increased,ζ_(ST)is decreased for exit duct configurations.For all exit duct designs and downstream forcing frequencies,the size of the separation bubble grows and shrinks during the shock oscillations,demonstrating the dependence on duct resonance and forced oscillations. 展开更多
关键词 shock train downstream disturbance supersonic flow shock wave boundary layer interaction duct resonance flow separation
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