[1] 何创新, 邓志文, 刘应征. 湍流数据同化技术及应用[J]. 航空学报, 2021, 42(4):524704. HE C X, DENG Z W, LIU Y Z.Turbulent flow data assimilation and its applications[J]. Acta Aeronautica et Astronautica Sinica, 2021, 42(4):524704(in Chinese). [2] CORRSIN S. Extendedapplications of the hot-wire anemometer[J]. Review of Scientific Instruments, 1947, 18(7):469-471. [3] ADRIAN L, ADRIAN R J, WESTERWEEL J. Particle image velocimetry[M]. Cambridge:Cambridge University Press, 2011:203-214. [4] MOIN P, MAHESH K. Direct numerical simulation:A tool in turbulence research[J]. Annual Review of Fluid Mechanics, 1998, 30:539-578. [5] SAGAUT P. Large eddy simulation for incompressible flows:An introduction[J]. Heidelberg:Springer, 2006:9-15. [6] ALFONSI G. Reynolds-averaged Navier-Stokes equations for turbulence modeling[J]. Applied Mechanics Reviews, 2009, 62(4):040802. [7] BOUTTIER F, COURTIER P. Data assimilation concepts and methods March 1999[R]. 2002. [8] SYMON S, DOVETTA N, MCKEON B J, et al. Data assimilation of mean velocity from 2D PIV measurements of flow over an idealized airfoil[J]. Experiments in Fluids, 2017, 58(5):61. [9] LEMKE M. Adjoint based data assimilation in compressible flows with application to pressure determination from PIV data[D]. Berlin:Technische Universität Berlin, 2015. [10] LE DIMET F X, TALAGRAND O. Variational algorithms for analysis and assimilation of meteorological observations:theoretical aspects[J]. Tellus A:Dynamic Meteorology and Oceanography, 1986, 38(2):97-110. [11] FOURES D P G, DOVETTA N, SIPP D, et al. A data-assimilation method for Reynolds-averaged Navier-Stokes-driven mean flow reconstruction[J]. Journal of Fluid Mechanics, 2014, 759:404-431. [12] MONS V, MARGHERI L, CHASSAING J C, et al. Data assimilation-based reconstruction of urban pollutant release characteristics[J]. Journal of Wind Engineering and Industrial Aerodynamics, 2017, 169:232-250. [13] KATO H, YOSHIZAWA A, UENO G, et al. A data assimilation methodology for reconstructing turbulent flows around aircraft[J]. Journal of Computational Physics, 2015, 283:559-581. [14] KATO H, OBAYASHI S. Dataassimilation for turbulent flows[C]//16th AIAA Non-Deterministic Approaches Conference. Reston:AIAA, 2014. [15] COVEY W. Weather prediction by numerical process[M]//The Emergence of Numerical Weather Prediction:Richardson's Dream. Cambridge:Cambridge University Press, 2006:1-27. [16] EDWARDS C A, MOORE A M, HOTEIT I, et al. Regionalocean data assimilation[J]. Annual Review of Marine Science, 2015, 7:21-42. [17] 王文, 寇小华. 水文数据同化方法及遥感数据在水文数据同化中的应用进展[J]. 河海大学学报(自然科学版), 2009, 37(5):556-562. WANG W, KOU X H. Methods for hydrological data assimilation and advances of assimilating remotely sensed datainto rainfall-runoff models[J]. Journal of Hohai University (Natural Sciences), 2009, 37(5):556-562(in Chinese). [18] 秦耀军, 周晓勇, 杨亚宾, 等. 基于数据同化技术的地质参数反演分析研究[J]. 水科学与工程技术, 2017(6):78-82. QIN Y J, ZHOU X Y, YANG Y B, et al. Back analysis of geological parameters based on data assimilation[J]. Water Sciences and Engineering Technology, 2017(6):78-82(in Chinese). [19] WELCH G, BISHOP G.An introduction to the Kalman filter:TR 95-041[R]. Chapel Hill:University of North Carolina at Chapel Hill, 2006. [20] EVENSEN G. Data assimilation:The ensemble Kalman filter[M]. Heidelberg:Springer, 2009. [21] BARKER D M, HUANG W, GUO Y R, et al. A three-dimensional variational data assimilation system for MM5:Implementation and initial results[J]. Monthly Weather Review, 2004, 132(4):897-914. [22] COURTIER P, THÉPAUT J N, HOLLINGSWORTH A. A strategy for operational implementation of 4D-Var, using an incremental approach[J]. Quarterly Journal of the Royal Meteorological Society, 1994, 120(519):1367-1387. [23] DENG Z W, HE C X,WEN X, et al. Recovering turbulent flow field from local quantity measurement:Turbulence modeling using ensemble-Kalman-filter-based data assimilation[J]. Journal of Visualization, 2018, 21(6):1043-1063. [24] HE C X, LIU Y Z, GAN L. A data assimilation model for turbulent flows using continuous adjoint formulation[J]. Physics of Fluids, 2018, 30(10):105108. [25] SYMON S, SIPP D, SCHMID P J, et al. Mean andunsteady flow reconstruction using data-assimilation and resolvent analysis[J]. AIAA Journal, 2019, 58(2):575-588. [26] HE C X, LIU Y Z, GAN L. Instantaneous pressure determination from unsteady velocity fields using adjoint-based sequential data assimilation[J]. Physics of Fluids, 2020, 32(3):035101. [27] WIENEKE B. PIV uncertainty quantification from correlation statistics[J]. Measurement Science and Technology, 2015, 26(7):074002. [28] ZHANG Q S, LIU Y Z. Influence of incident vortex street on separated flow around a finite blunt plate:PIV measurement and POD analysis[J]. Journal of Fluids and Structures, 2015, 55:463-483. [29] WANG H P, HE G W, WANG S Z. Globally optimized cross-correlation for particle image velocimetry[J]. Experiments in Fluids, 2020, 61(11):1-17. |