Research on refined reconstruction method of airfoil pressure based on compressed sensing

Theoretical and Applied Mechanics Letters - Tập 11 - Trang 100223 - 2021
Xuan Zhao1,2, Lin Du3,4, Xuhao Peng1,2, Zichen Deng1,3,4,5, Weiwei Zhang1,2
1College of Aeronautics, Northwestern Polytechnical University, Xi'an 710072, China
2National Key Laboratory Science and Technology on Aerodynamic Design and Research, Northwestern Polytechnical University, Xi'an 710072, China
3School of Mathematics and Statistics, Northwestern Polytechnical University, Xi’an, 710129, China
4MIITKey Laboratory of Dynamics and Control of Complex Systems, Northwestern Polytechnical University, Xi'an 710072, China
5School of Mechanics, Civil Engineering and Architecture, Northwestern Polytechnical University, Xi’an 710129, China

Tài liệu tham khảo

Zheng, 2009, Force measuring experiment for the scale model of WDPSS in low-speed wind tunnel, J. Huaqiao Uni. Nat. Sci. Mar., 2, 119 Li, 2002, Test technique and application of large-scale pressure measurement in the 2.4 m × 2.4 m transonic wind tunnel, Exper. Measur. Fluid Mech., 16, 92 Noack, 2011 King, 2015, Active flow and combustion control 2014, Notes Numeric. Fluid Mech. Multidiscipl. Des., 49, 149 Brunton, 2015, Closed-loop turbulence control: progress and challenges, Appl. Mech. Rev., 67, 10.1115/1.4031175 Sipp, 2016, Linear closed-loop control of fluid instabilities and noise-induced perturbations: a review of approaches and tools, Appl. Mech. Rev., 68, 10.1115/1.4033345 Pfeiffer, 2016 Strom, 2017, Intracycle angular velocity control of cross-flow turbines, Nature Energy, 2, 17103, 10.1038/nenergy.2017.103 Maurya, 2018 Akhot, 2008, A reconstruction method for gappy and noisy arterial flow data, IEEE Trans. Med. Imaging, 26, 1681, 10.1109/TMI.2007.901991 Sankaran, 2012, Patient-specific multiscale modeling of blood flow for coronary artery bypass graft surgery, Ann. Biomed. Eng., 40, 2228, 10.1007/s10439-012-0579-3 Graziano, 2016, Ship heading and velocity analysis by wake detection in SAR images, Acta Astronaut, 128, 72, 10.1016/j.actaastro.2016.07.001 Kalnay, 2003 Baraniuk, 2007, Compressive sensing, IEEE Signal Proc. Mag., 24, 118, 10.1109/MSP.2007.4286571 Donoho, 2006, Compressed sensing, IEEE Trans. Inf. Theory, 52, 1289, 10.1109/TIT.2006.871582 Bright, 2013, Compressive sensing based machine learning strategy for characterizing the flow around a cylinder with limited pressure measurements, Phys. Fluids, 25, 629, 10.1063/1.4836815 Brunton, 2013, Compressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systems, Siam J. Appl. Dynam. Syst., 13, 1716, 10.1137/130949282 Bright, 2016, Classification of spatiotemporal data via asynchronous sparse sampling: application to flow around a cylinder, Multiscale Model. Simul., 14, 823, 10.1137/15M1023609 Kramer, 2017, Sparse sensing and DMD-Based identification of flow regimes and bifurcations in complex flows, SIAM J. Appl. Dyn. Syst., 16, 1164, 10.1137/15M104565X Lu, 2017, Missing vibration data reconstruction using compressed sensing based on over-complete dictionary, Syst. Eng. Electron., 39, 1871 Tian, 2019, Deformation data reconstruction based on semi-tensor compressed sensing in structural health monitoring of spacecraft, Spacecraft Environ. Eng., 36, 36 Wu, 2014, Image reconstruction method based on blind compressed sensing model, Syst. Eng. Electron., 36, 1050 Bai, 2015, Low-dimensional approach for reconstruction of airfoil data via compressive sensing, AIAA J., 53, 920, 10.2514/1.J053287 Callaham, 2019, Robust flow reconstruction from limited measurements via sparse representation, Phys. Rev. Fluids, 4, 10, 10.1103/PhysRevFluids.4.103907 Jameson, 1981, Numerical solution of the Euler equations by finite volume methods using Runge Kutta time stepping schemes Kou, 2016, Modal analysis of transonic buffet based on POD and DMD techniques, Acta Aeronautica et Astronautica Sinica, 37, 2679 Luo, 2014, A quick method of flow field prediction based on proper orthogonal decomposition, Adv. Aeronaut. Sci. Eng., 5, 350