北京机电工程总体设计部,北京,100854
李志文*(1978-),男,湖南永顺人,研究员,研究方向:飞行器总体设计. E-mail:66473583@qq.com
纸质出版:2021
移动端阅览
李志文, 袁海涛, 黄斌, 等. 从总体设计角度透视高超声速飞行器边界层转捩问题[J]. 空气动力学学报, 2021, 39(4): 26−38.
LI Zhiwen, YUAN Haitao, HUANG Bin, et al. The hypersonic boundary-layer transition: a perspective from the view of system design[J]. 2021, 39(4): 26-38.
李志文, 袁海涛, 黄斌, 等. 从总体设计角度透视高超声速飞行器边界层转捩问题[J]. 空气动力学学报, 2021, 39(4): 26−38. DOI: 10.7638/kqdlxxb-2020.0061
LI Zhiwen, YUAN Haitao, HUANG Bin, et al. The hypersonic boundary-layer transition: a perspective from the view of system design[J]. 2021, 39(4): 26-38. DOI: 10.7638/kqdlxxb-2020.0061.
边界层转捩对飞行器总体性能影响很大,按照弹道式再入、再入机动、高超声速滑翔、高超声速巡航四类飞行器进行分类,与边界层转捩相关的典型问题可归结为气动力、气动热及掺混效率三类,相应带来飞行稳定性与配平能力、落点散布、防热风险、飞行器减重、推进系统优化等问题。针对边界层转捩控制问题,从总体设计方面可采取弹道设计、翼载荷控制、外形设计、材料选择等措施,推迟或诱发转捩,以达到减阻、减热、掺混等设计目标。总体设计单位应重视开展静音风洞试验,充分利用飞行任务资源积累转捩研究基础数据,努力提高理论分析与预示能力,牵引开发高效、高精度的转捩分析工具。
The boundary-layer transition (BLT) has a great impact on the performance of hypersonic vehicles. Typical BLT problems are reviewed concerning hypersonic vehicles with four different types of trajectories known as ballistic reentry
maneuverable reentry
hypersonic glide
and hypersonic cruise. Relating issues are discussed including dynamic stability
trim
impact point dispersion
thermal protection
vehicle weight reduction
and propulsion system optimization
etc.
all of which can be attributed to aerodynamic force
aeroheating
and mixing efficiency that BLT impacts directly. Potential methods are suggested to control BLT for system design including adjustments of trajectory
wing load
and aerodynamic configuration
and selection of proper materials
etc.
for drag reduction
aeroheating alleviation
and mixing efficiency enhancement. It is beneficial for system-design institutes to utilize quiet wind-tunnel and flight tests to acquire more experience and knowledge about BLT. Efforts should be made to enhance the capability of developing efficient and precise theoretical analyses and prediction tools.
RICHARDSON D, JENNINGS G. Falcon HTV-2 suffers telemetry failure [J]. Jane's Missiles Rockets, 2010, 14(6):16.
MALENIC M. Flight-test failure for HTV-2 [J]. Jane's Defence Weekly, 2011-08-12.
ZHEN H P, JIANG C W. Overview of hypersonic vehicle HTV-2[J]. Aerodynamic Missile Journal, 2013(6): 7-13. (in Chinese) DOI: 10.16338/j.issn.1009-1319.2013.06.012
ZALOGA S. US Army conducts first test of advanced hypersonic weapon [J].World Missiles Briefing, 2014.
CHAMBERLAIN F. Final environmental assessment/overseas environmental assessment for Flight Experiment 1 (FE-1)[R]. U. S. Army Space and Missile Defense Command/Army Forces Strategic Command, 2017.
BERRY S, KIMMEL R, RESHOTKO E. Recommendations for hypersonic boundary layer transition flight testing[C ] //41st AIAA Fluid Dynamics Conference and Exhibit, Honolulu, Hawaii. Reston, Virigina: AIAA, 2011. doi: 10.2514/6.2011-3415
ZHOU H, ZHAO G F. Hydrodynamic stability[M]. Beijing: National Defense Industry Press, 2004. (in Chinese)
ZHOU H, SU C H, ZHANG Y M. Transition mechanism and prediction of supersonic/hypersonic boundary layer[M]. Beijing: Science Press, 2015. (in Chinese)
TANG D B. Boundary layer transition[M]. Beijing: Science Press, 2015. (in Chinese)
LIU X L. The hypersonic low noise wind tunnel technique and relative experimental studies[D]. Changsha: National University of Defense Technology, 2015. (in Chinese)
YUAN X X, HE K, CHEN J Q, et al. Preliminary transition research analysis of MF-1[J]. Acta Aerodynamica Sinica, 2018, 36(2): 286-293. (in Chinese)
XIE S F, YANG W B, SHEN Q. Review of progresses in hypersonic boundary layer transition mechanism and its applications[J]. Acta Aeronautica et Astronautica Sinica, 2015, 36(3): 714-723. (in Chinese)
SU C H. Progress in key scientific problems of hypersonic boundary-layer transition prediction: receptivity, evolution of disturbances and transition criterion[J]. Acta Aerodynamica Sinica, 2020, 38(2): 355-367. (in Chinese)
JIANG X Y, LI C B. Review of research on the receptivity of hypersonic boundary layer[J]. Journal of Experiments in Fluid Mechanics, 2017, 31(2): 1-11. (in Chinese)
LIU X H, LAI G W, WU J. Boundary-layer transition experiments in hypersonic flow[J]. Acta Aerodynamica Sinica, 2018, 36(2): 196-212. (in Chinese)
HUANG Z F, WAN B B, DUAN M C. Progresses in engineering application research on hypersonic flow stability and transition[J]. Acta Aerodynamica Sinica, 2020, 38(2): 368-378. (in Chinese)
DUAN Y, YAO S Y, LI S Y, et al. Review of progress in some issues and engineering application of hypersonic boundary layer transition[J]. Acta Aerodynamica Sinica, 2020, 38(2): 391-403. (in Chinese)
LUO J S. Transition and prediction for hypersonic boundary layers[J]. Acta Aeronautica et Astronautica Sinica, 2015, 36(1): 357-372. (in Chinese)
CHEN J Q, TU G H, ZHANG Y F, et al. Hypersnonic boundary layer transition: what we know, where shall we go[J]. Acta Aerodynamica Sinica, 2017, 35(3): 311-337. (in Chinese)
YANG W B, SHEN Q, ZHU D H, et al. Tendency and current status of hypersonic boundary layer transition[J]. Acta Aerodynamica Sinica, 2018, 36(2): 183-195. (in Chinese)
WIE Y S, FAYETTE COLLIER J, WAGNER R, et al. Design of a hybrid laminar flow control nacelle[C ] //30th Aerospace Sciences Meeting and Exhibit, Reno, NV. Reston, Virginia: AIAA, 1992. doi: 10.2514/6.1992-400
CROUCH J. Boundary-layer transition prediction for laminar flow control (invited)[C ] //45th AIAA Fluid Dynamics Conference, Dallas, TX. Reston, Virginia: AIAA, 2015. doi: 10.2514/6.2015-2472
REED H L. Stability and transition analysis for reentry tool, STAR[R ] . Defense Technical Information Center, 2005. doi: 10.21236/ada441358
Dc Defense Science Board Washington. Report of the defense science board task force on the national aerospace plane (NASP)[R ] . Defense Technical Information Center, 1988. doi: 10.21236/ada201124
ZHOU H. Preface of flow stability and transition column[J]. Acta Aerodynamica Sinica, 2018, 36(2): 181-182. (in Chinese)
ZHOU H, ZHANG H X. Two problems in the transition and turbulence for near space hypersonic flying vehicles[J]. Acta Aerodynamica Sinica, 2017, 35(2): 151-155. (in Chinese)
Morkovin M V. Transition in open flow systems-a reassessment[J]. Bulletin of the American Physical Society, 1994, 39 (9): 1882.
YU P, DUAN Y, CHEN J. Some aerodynamic issues in hypersonic flight[J]. Acta Aeronautica et Astronautica Sinica, 2015, 36(1): 7-23. (in Chinese)
UFFELMAN K, DEFFENBAUGH F. Asymmetric transition effects on reentry vehicle trim and dispersion characteristics[C ] //Proc of the 5th Atmospheric Flight Mechanics Conference for Future Space Systems, Boulder, CO, USA. Reston, Virigina: AIAA, 1979. doi: 10.2514/6.1979-1626
AN C F. Influence of asymmetric transition on static stability of blunted cones[J]. Acta Aerodynamica Sinica, 1983, 1(1): 100-104. (in Chinese)
PAN H L, MA H D, SHEN Q. Attack of angle effect for supersonic blunt cone transition flow[J]. Acta Aerodynamica Sinica, 2009, 27(1): 97-101. (in Chinese) DOI: 10.3969/j.issn.0258-1825.2009.01.018
PAN H L, MA H D, WANG Q. Large eddy simulation of transition coherent structures in a supersonic boundary layer[J]. Journal of Astronautics, 2006, 27(3): 498-502. (in Chinese) DOI: 10.3321/j.issn:1000-1328.2006.03.034
YANG Y J, SHEN Q, ZHAN H L, et al. Investigation on asymmetric transition about hypersonic boundary layer over a slight blunt cone[J]. Journal of Astronautics, 2008, 29(1): 34-39. (in Chinese)
LOU H T. Transition effects of boundary layer on static and dynamic stability of slender cone[J]. Journal of Astronautics, 1985, 6(1): 88-98. (in Chinese)
LOU H T. Reynolds number effects on slender cone's aerodynamic characteristics at small incidence[J]. Acta Aerodynamica Sinica, 2001, 19(4): 466-470. (in Chinese)
GAO Q, LI Q, CHEN N, et al. The influence of asymmetric transition on stability of hypersonic aircrafts[J]. Tactical Missile Technology, 2012(6): 12-15. (in Chinese) DOI: 10.16358/j.issn.1009-1300.2012.06.008
RESHOTKO E. Transition issues for atmospheric entry[C ] //45th AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Reston, Virigina: AIAA, 2007. doi: 10.2514/6.2007-304
袁湘江, 张涵信, 沈清, 等. 钝体头部大扰动转捩的直接数值模拟[C]//第四届海峡两岸计算流体力学学术研讨会论文集. 2003: 94-100.
袁湘江, 张涵信, 沈清. 局部大扰动诱导转捩的物理机理研究[C]//2003空气动力学前沿研究研讨会论文集. 2003: 537-542.
HORVATH T J, BERRY S A, MERSKI N R. Hypersonic boundary/shear layer transition for blunt to slender configurations-A NASA Langley experimental perspective[R]. RTO-MP-AVT-111, 2004.
ILIFF K, SHAFER M. A comparison of hypersonic flight and prediction results[C ] //31st Aerospace Sciences Meeting, Reno, NV, USA. Reston, Virigina: AIAA, 1993. doi: 10.2514/6.1993-311
BOUSLOG S, AN M, HARTMANN L, et al. Review of boundary layer transition flight data on the Space Shuttle Orbiter[C ] // 29th Aerospace Sciences Meeting, Reno, NV, USA. Reston, Virigina: AIAA, 1991. doi: 10.2514/6.1991-741
AN M, WANG K C, CAMPBELL C, et al. Space shuttle orbiter aerodynamics induced by asymmetric boundary-layer transition[C ] //34th Aerospace Sciences Meeting and Exhibit, Reno, NV, USA. Reston, Virigina: AIAA, 1996. doi: 10.2514/6.1996-808
ZHU D H, YUAN X J, YANG W B. Mechanism of hypersonic transition induced by a roughness element and its application[J]. Acta Aeronautica et Astronautica Sinica, 2018, 39(1): 68-77. (in Chinese)
DONG M. Mechanism of roughness-induced transition in hypersonic boundary layers[J]. Physics of Gases, 2016, 1(5): 25-38. (in Chinese) DOI: 10.19527/j.cnki.2096-1642.2016.05.003
ZHAO Y F, LIU W, GANG D D, et al. Study of surface roughness induced supersonic boundary layer transition[J]. Journal of Astronautics, 2015, 36(6): 739-746. (in Chinese)
MARCO V, CONTRERAS R, SANCHEZ R, et al. The IXV guidance, navigation and control subsystem: Development, verification and performances[J]. Acta Astronautica, 2016, 124: 53-66. DOI: 10.1016/j.actaastro.2016.04.010
YI S H, LIU X L, NIU H B, et al. Experimental study on flow stability of hypersonic boundary layer[J]. Acta Aerodynamica Sinica, 2020, 38(1): 137-142. (in Chinese)
ZHAO L. Study on instability of stationary crossflow vortices in hypersonic swept blunt plate boundary layers[D]. Tianjin: Tianjin University, 2017. (in Chinese)
HAN Y F, MA S X, SU C H. Numerical study on cross-flow transition in three-dimensional hypersonic boundary layers[J]. Acta Aerodynamica Sinica, 2019, 37(4): 522-529. (in Chinese)
XU G W, LI F, GONG A L, et al. Effect of asymmetric transition on lateral departure stability[J]. Journal of Astronautics, 2015, 36(9): 995-1001. (in Chinese)
GUO Y J, ZENG L, ZHANG H Y, et al. Investigation on aerothermodynamic environment and ablation which lead to HTV-2 second fight test failing[J]. Acta Aerodynamica Sinica, 2017, 35(4): 496-503. (in Chinese)
[德]希舍尔, 魏兰德. 国防科技精品译丛: 高超声速飞行器气动热力学设计问题精选[M]. 唐志共, 译. 北京: 国防工业出版社, 2013.
MEASE K D, KREMER J P. Shuttle entry guidance revisited using nonlinear geometric methods[J]. Journal of Guidance, Control, and Dynamics, 1994, 17(6): 1350-1356. DOI: 10.2514/3.21355
BERRY S A, BERGER K, HORVATH T J. Flight experiment verification of shuttle boundary layer transition prediction tool[C ] //46th AIAA Thermophysics Conference, Washington, D. C.. Reston, Virginia: AIAA, 2016. doi: 10.2514/6.2016-3533
BERGER K, ANDERSON B, CAMPBELL C, et al. Boundary layer transition flight experiment overview[C ] //42nd AIAA Thermophysics Conference, Honolulu, Hawaii. Reston, Virigina: AIAA, 2011. doi: 10.2514/6.2011-3323
ZHAO H Y, YI M R. Review of design for forced-transition trip of hypersonic inlet[J]. Acta Aerodynamica Sinica, 2014, 32(5): 623-627. (in Chinese)
ZHAO H Y, ZHOU Y, NI H L, et al. Test of forced boundary-layer transition on hypersonic inlet[J]. Journal of Experiments in Fluid Mechanics, 2012, 26(1): 1-6. (in Chinese)
ZHAN P G. Wind tunnel test methods for boundary layer transition on scramjet engine forebody[J]. Aeronautical Science Technology, 2012, 23(6): 22-26. (in Chinese)
BERRY S, DARYABEIGI K, WURSTER K, et al. Boundary layer transition on X-43A[C ] //38th Fluid Dynamics Conference and Exhibit, Seattle, Washington. Reston, Virigina: AIAA, 2008. doi: 10.2514/6.2008-3736
BORG M, SCHNEIDER S, JULIANO T. Effect of freestream noise on roughness-induced transition for the X-51A forebody[C ] //46th AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Reston, Virigina: AIAA, 2008. doi: 10.2514/6.2008-592
KIMMEL R. Aspects of hypersonic boundary layer transition control[C ] //41st Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Reston, Virginia: AIAA, 2003. doi: 10.2514/6.2003-772
STETSON K. Nosetip bluntness effects on cone frustum boundary layer transition in hypersonic flow[C ] //16th Fluid and Plasmadynamics Conference, Danvers, MA. Reston, Virginia: AIAA, 1983. doi: 10.2514/6.1983-1763
CHEN J Q, YUAN X X, TU G H, et al. Recent progresses on hypersonic boundary-layer transition[J]. SCIENTIA SINICA Physica, Mechanica Astronomica, 2019, 49(11): 121-134. (in Chinese) DOI: 10.1360/SSPMA-2019-0071
SPALL R E, MALIK M R. Effect of transverse curvature on the stability of compressible boundary layers[J]. AIAA Journal, 1991, 29(10): 1596-1602. DOI: 10.2514/3.10780
MALIK M R. Prediction and control of transition in supersonic and hypersonic boundary layers[J]. AIAA Journal, 1989, 27(11): 1487-1493. DOI: 10.2514/3.10292
ZURIGAT Y H, NAYFEH A H, MASAD J A. Effect of pressure gradient on the stability of compressible boundary layers[J]. AIAA Journal, 1992, 30(9): 2204-2211. DOI: 10.2514/3.11206
SARIC W, REED H. Crossflow instabilities - theory technology[C ] //Proc of the 41st Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Reston, Virigina: AIAA, 2003. doi: 10.2514/6.2003-771
DONG H, LIU S C, CHENG K M. Review of hypersonic boundary layer transition induced by roughness elements[J]. Journal of Experiments in Fluid Mechanics, 2018, 32(6): 1-15. (in Chinese)
FEDOROV A V, MALMUTH N D, RASHEED A, et al. Stabilization of hypersonic boundary layers by porous coatings[J]. AIAA Journal, 2001, 39(4): 605-610. DOI: 10.2514/2.1382
FEDOROV A, KOZLOV V, SHIPLYUK A, et al. Stability of hypersonic boundary layer on porous wall with regular microstructure[J]. AIAA Journal, 2006, 44(8): 1866-1871. DOI: 10.2514/1.21013
FEDOROV A, MALMUTH N. Parametric studies of hypersonic laminar flow control using a porous coating of regular microstructure[C ] //46th AIA A Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Reston, Virigina: AIAA, 2008. doi: 10.2514/6.2008-588
ZHAO RUI, ZHANG XINXIN, WEN ZHIYONG, et al. Investigation and optimization of acoustic metasurfaces to depress mack second mode in hypersonic boundary-layer flow[J]. Physics of Gases, 2018, 3(6): 35-40. (in Chinese) DOI: 10.19527/j.cnki.2096-1642.2018.06.005.
ZHAO R, LIU T, WEN C Y, et al. Theoretical modeling and optimization of porous coating for hypersonic laminar flow control[J]. AIAA Journal, 2018, 56(8): 2942-2946. DOI: 10.2514/1.J057272
ZHU D H, LIU Z Y, YUAN X J. Mechanism of transition delay by porous surface in hypersonic boundary layers[J]. Chinese Journal of Computational Physics, 2016, 33(2): 163-169. (in Chinese) DOI: 10.19596/j.cnki.1001-246x.2016.02.005
TU G H, CHEN J Q, YUAN X X, et al. Optimal porosity and pore radius of porous surfaces for damping the second-mode instability[J]. Acta Aerodynamica Sinica, 2018, 36(2): 273-278. (in Chinese)
GUO Q L, TU G H, CHEN J Q, et al. Control of hypersonic boundary layer instability by transverse rectangular micro-cavities[J]. Journal of Aerospace Power, 2020, 35(1): 135-143. (in Chinese) DOI: 10.13224/j.cnki.jasp.2020.01.016
SU C H, ZHOU H. Stability analysis and transition prediction of hypersonic boundary layer over a blunt cone with small nose bluntness at zero angle of attack[J]. Applied Mathematics and Mechanics, 2007, 28(5): 505-513. (in Chinese)
LIU Z Y, YANG W B, SHEN Q. Investigation on correlation between wind tunnel and flight test data for boundary layer transition[C ] //Proc of the AIAA Flight Testing Conference, Washington, D. C.. Reston, Virginia: AIAA, 2016. doi: 10.2514/6.2016-3980
LIU Z Y, YU M, YANG W B. Effect of temperature on the transitional Reynolds number of high-speed planar boundary layer[J]. Acta Aerodynamica Sinica, 2020, 38(2): 308-315. (in Chinese)
BERKOWITZ A, KYRISS C, MARTELLUCCI A. Boundary layer transition flight test observations[C ] //Proc of the 15th Aerospace Sciences Meeting, Los Angeles, CA. Reston, Virginia: AIAA, 1977. doi: 10.2514/6.1977-125
ZHAO G F. Effect of wall suction and cooling on the stability of the supersonic and hypersonic three dimensional boundary layer[J]. Acta Aerodynamica Sinica, 1999, 17(1): 22-30. (in Chinese)
ZHAO G F. Laminar flow control of supersonic/hypersonic three-dimensional boundary layer[J]. Acta Mechanica Sinica, 2001, 33(4): 519-524. (in Chinese)
BEIERHOLM A K, LEYVA I, LAURENCE S J, et al. Transition delay in a hypervelocity boundary layer using nonequilibrium CO 2 injection[R ] . Defense Technical Information Center, 2008. doi: 10.21236/ada503215
LEYVA I, LAURENCE S, BEIERHOLM A, et al. Transition delay in hypervelocity boundary layers by means of CO 2 /acoustic instability interactions[C ] //47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Orlando, Florida. Reston, Virginia: AIAA, 2009. doi: 10.2514/6.2009-1287
LEYVA I, JEWELL J, LAURENCE S, et al. On the impact of injection schemes on transition in hypersonic boundary layers[C ] //Proc of the 16th AIAA/DLR/DGLR International Space Planes and Hypersonic Systems and Technologies Conference, Bremen, Germany. Reston, Virginia: AIAA, 2009. doi: 10.2514/6.2009-7204
WAGNILD R, CANDLER G, LEYVA I, et al. Carbon dioxide injection for hypervelocity boundary layer stability[ C ] //48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition, Orlando, Florida. Reston, Virigina: AIAA, 2010. doi: 10.2514/6.2010-1244
SHEPHERD J E. Transition delay in hypervelocity boundary layers by means of CO 2 /acoustic instability interaction[R ] . Defense Technical Information Center, 2014. doi: 10.21236/ada619007
JEWELL J, WAGNILD R, LEYVA I, et al. Transition within a hypervelocity boundary layer on a 5-degree half-angle cone in air/CO 2 mixtures[C ] //51st AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Grapevine (Dallas/Ft. Worth Region), Texas. Reston, Virginia: AIAA, 2013. doi: 10.2514/6.2013-523
FEDOROV A V, SOUDAKOV V, LEYVA I A. Stability analysis of high-speed boundary-layer flow with gas injection[C ] //7th AIAA Theoretical Fluid Mechanics Conference, Atlanta, GA. Reston, Virginia: AIAA, 2014. doi: 10.2514/6.2014-2498
JEWELL J S, LEYVA I A, PARZIALE N J, et al. Effect of gas injection on transition in hypervelocity boundary layers[C ] //28th International Symposium on Shock Waves, 2012. doi: 10.1007/978-3-642-25688-2_111
MENG X S, SONG K, LONG Y X, et al. Airflow control by NS-SDBD plasma actuators[J]. Acta Aerodynamica Sinica, 2018, 36(6): 901-916. (in Chinese)
SCHNEIDER S P. Developing mechanism-based methods for estimating hypersonic boundary-layer transition in flight: The role of quiet tunnels[J]. Progress in Aerospace Sciences, 2015, 72: 17-29. DOI: 10.1016/j.paerosci.2014.09.008
SCHMISSEUR J D. Hypersonics into the 21st century: a perspective on AFOSR-sponsored research in aerothermodynamics[J]. Progress in Aerospace Sciences, 2015, 72: 3-16. DOI: 10.1016/j.paerosci.2014.09.009
MALIK M R, LI F, CHOUDHAN M. Analysis of crossflow transition flight experiment aboard the Pegasus launch vehicle (Invited)[C]//37th AIAA Fluid Dynamics Conference and Exhibit, 2007.doi: 10.2514/6.2007-4487.
TU G H, WAN B B, CHEN J Q, et al. Investigation on correlation between wind tunnel and flight for boundary layer stability and transition of MF-1 blunt cone[J]. Scientia Sinica (Physica, Mechanica Astronomica), 2019, 49(12): 118-128. (in Chinese)
KUNTZ D W, WILKEN A C, PAYNE J L. Analysis of the photodiode boundary layer transition indicator[R ] . Office of Scientific and Technical Information (OSTI), 1994. doi: 10.2172/10124071
ZHU G S, NIE C S, CAO Z W, et al. Research progress of aerodynamic thermal environment test and measurement technology[J]. Journal of Experiments in Fluid Mechanics, 2019, 33(2): 1-10. (in Chinese)
YU G T, LUO J S. Application of e N method in three-dimensional hypersonic boundary layers[J ] . Journal of Aerospace Power, 2014, 29(9): 2047-2054. (in Chinese) DOI: 10.13224/j.cnki.jasp.2014.09.005
HUANG Z F, XIAO L C, LUO J S. Transition prediction e N method and its software development for supersonic boundary layers[J ] . Acta Aerodynamica Sinica, 2018, 36(2): 279-285. (in Chinese)
SONG W P, WU M M, ZHU Z, et al. Transition prediction methods towards significant drag reduction via laminar flow technology[J]. Acta Aerodynamica Sinica, 2018, 36(2): 213-228. (in Chinese)
HAN Z H, CHEN J, ZHANG K S, et al. Aerodynamic shape optimization of natural-laminar-flow wing using surrogate-based approach[J]. AIAA Journal, 2018, 56(7): 2579-2593. DOI: 10.2514/1.J056661
0
浏览量
0
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621