• Acta Optica Sinica
  • Vol. 42, Issue 9, 0901001 (2022)
Run Zhou, Liang Tang, Ping Li, and Xuhui Huang*
Author Affiliations
  • High Speed Aerodynamics Institute, China Aerodynamics Research and Development Center, Mianyang 621000, Sichuan, China
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    DOI: 10.3788/AOS202242.0901001 Cite this Article Set citation alerts
    Run Zhou, Liang Tang, Ping Li, Xuhui Huang. Density Reconstruction Method for Complex Flow Based on Light Deflection[J]. Acta Optica Sinica, 2022, 42(9): 0901001 Copy Citation Text show less
    References

    [1] Ai B C, Song W, Dong L et al. Review of aircraft-store separation compatibility of internal weapons[J]. Acta Aeronautica et Astronautica Sinica, 41, 023809(2020).

    [2] Xue F, Jin X, Wang Y C et al. Wind tunnel test technique on high speed weapon delivery from internal weapons bay[J]. Acta Aeronautica et Astronautica Sinica, 38, 120114(2017).

    [3] Fan J C[M]. Modern flow visualization, 1-2(2002).

    [4] Settles G S. Schlieren and shadowgraph techniques[M]. New York: Springer, 28-34(2001).

    [5] Stallings R. -06-01)[2021-02-05]. https:∥ntrs.nasa.gov/citations/19870013193.(1987).

    [6] Zhang X, Rona A, Edwards J A. An observation of pressure waves around a shallow cavity[J]. Journal of Sound and Vibration, 214, 771-778(1998).

    [7] Unalmis O, Clemens N T, Dolling D S. Planar laser imaging of high-speed cavity flow dynamics. [C]∥36th AIAA Aerospace Sciences Meeting and Exhibit, January 12-15, 1998, Reno, NV, USA. Virginia: AIAA(1998).

    [8] Ritchie S, Lawson N, Knowles K. Application of particle image velocimetry to transonic cavity flows. [C]∥43rd AIAA Aerospace Sciences Meeting and Exhibit, January 10-13, 2005, Reno, NV, USA. Virginia: AIAA(2005).

    [9] Beresh S, Wagner J, Pruett B. Particle image velocimetry of a three-dimensional supersonic cavity flow. [C]∥50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, January 9-12, 2012, Nashville, Tennessee. Virginia: AIAA(2012).

    [10] Zhou W, Wang F T, Wang X X et al. Particle streak velocimetry method based on binocular vision and multiple exposure[J]. Acta Optica Sinica, 41, 1215001(2021).

    [11] Wang X X, Zhou W, Wang F T et al. Particle streak velocimetry based on defocused imaging[J]. Acta Optica Sinica, 41, 1912004(2021).

    [12] Liu H, Chen F, Li X J et al. Practices and challenges on PIV technology in high speed complex flows[J]. Journal of Experiments in Fluid Mechanics, 30, 28-42(2016).

    [13] Venkatakrishnan L. Meier G E A. Density measurements using the background oriented schlieren technique[J]. Experiments in Fluids, 37, 237-247(2004).

    [14] Moumen A, Grossen J, Ndindabahizi I et al. Visualization and analysis of muzzle flow fields using the background-oriented schlieren technique[J]. Journal of Visualization, 23, 409-423(2020).

    [15] Zhang J, Xu D, Zhang L. Research on density measurement based on background oriented schlieren method[J]. Journal of Experiments in Fluid Mechanics, 29, 77-82(2015).

    [16] Tipnis T J, Finnis M V, Knowles K et al. Density measurements for rectangular free jets using background-oriented schlieren[J]. The Aeronautical Journal, 117, 771-784(2013).

    [17] Amjad S, Karami S, Soria J et al. Assessment of three-dimensional density measurements from tomographic background-oriented schlieren (BOS)[J]. Measurement Science and Technology, 31, 114002(2020).

    [18] Zhao T, Zhang Z Y, Wang S L et al. Measurement and reconstruction for large aero-optics wavefront distortion field[J]. Acta Optica Sinica, 33, 1012003(2013).

    [19] Zhang Z Y, Wang X S, Huang X H et al. Videogrammetry measurement for high-speed complex flow structures[J]. Acta Aeronautica et Astronautica Sinica, 38, 120989(2017).

    [20] Zhao X H, Yi S H, Ding H L et al. Experiment on optical path difference of supersonic semi-free jet[J]. Acta Optica Sinica, 40, 0701001(2020).

    [21] Gao H, Bai Z G, Fan D D. GNSS-R sea surface wind speed inversion based on BP neural network[J]. Acta Aeronautica et Astronautica Sinica, 40, 323261(2019).

    [22] Wang Z K, Jin X H, Zhu Z B et al. Neural network method for predicting density fluctuations in supersonic turbulence[J]. Acta Aeronautica et Astronautica Sinica, 39, 122244(2018).

    [23] Xu G, Dong L Q, Kong L Q et al. Parameters inversion algorithm of biological tissues based on a neural network model[J]. Acta Optica Sinica, 41, 1117001(2021).

    [24] Chen J B, Wang M, Xia W. Neural-network-assisted femtosecond laser pulse duration measurement using two-photon absorption[J]. Chinese Optics Letters, 18, 121901(2020).

    [25] Cozzi F, Göttlich E, Angelucci L et al. Development of a background-oriented schlieren technique with telecentric lenses for supersonic flow[J]. Journal of Physics: Conference Series, 778, 012006(2017).

    [26] Hansen P C. O’Leary D P. The use of the L-curve in the regularization of discrete ill-posed problems[J]. SIAM Journal on Scientific Computing, 14, 1487-1503(1993).

    [27] Harker M. O’Leary P. Regularized reconstruction of a surface from its measured gradient field[J]. Journal of Mathematical Imaging and Vision, 51, 46-70(2015).

    [28] Sridhar V, Gai S, Kleine H. Some numerical studies of rectangular open cavities at Mach 2. [C]∥19th AIAA/CEAS Aeroacoustics Conference, May 27-29, 2013, Berlin, Germany. Virginia: AIAA(2013).

    [29] Liu J, Cai J S, Yang D G et al. Research progress in wave evolution and noise control for supersonic cavity flows[J]. Acta Aeronautica et Astronautica Sinica, 39, 022366(2018).

    Run Zhou, Liang Tang, Ping Li, Xuhui Huang. Density Reconstruction Method for Complex Flow Based on Light Deflection[J]. Acta Optica Sinica, 2022, 42(9): 0901001
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