Effect of Feedback Data Rate in PIV Measurement-Integrated Simulation*

This paper deals with measurement-integrated (MI) simulation, which is based on the observer in dynamical system theory to obtain the exact and detailed information of real flows. In this study, we propose the MI simulation coupled with Particle Image Velocimetry (PIV) for a flow with the Karman vortex street behind a square cylinder at Reynolds number of 1200 based on the cylinder width. The validity of the PIV-MI simulation is first examined in two-dimensional numerical experiment. The effect of feedback data rate is investigated by changing the feedback frequency and the feedback area. Then effectiveness of the PIV-MI simulation is validated in experiment. As a result, the PIV-MI simulation with full feedback shows good agreement with the standard solution for both the mean velocity and the velocity fluctuation. From the viewpoint of the reduced feedback data rate, spatially limited feedback shows better results than temporarily limited feedback. It is also confirmed that the information around the cylinder is important to reproduce the wake behind the cylinder. In the result of the experimental validation, the PIV-MI simulation reproduces the experimentally obtained flow field, showing the same effect of the feedback in accordance with the numerical experiment.

[1]  Mark N. Glauser,et al.  Proportional Closed-Loop Feedback Control of Flow Separation , 2007 .

[2]  R. W. Davis,et al.  A numerical-experimental study of confined flow around rectangular cylinders , 1984 .

[3]  Kelly Cohen,et al.  A heuristic approach to effective sensor placement for modeling of a cylinder wake , 2006 .

[4]  A. Okajima Strouhal numbers of rectangular cylinders , 1982, Journal of Fluid Mechanics.

[5]  Tetsuro Tamura,et al.  Applicability of LES to the turbulent wake of a rectangular cylinder—Comparison with PIV data , 2007 .

[6]  T. Hsu,et al.  Three-dimensional evolution of vortical structures and associated flow bifurcations in the wake of two side-by-side square cylinders , 2007 .

[7]  S. Nakagawa,et al.  An experimental study on unsteady turbulent near wake of a rectangular cylinder in channel flow , 1999 .

[8]  K. C. Hung,et al.  Suppression of fluid force on a square cylinder by flow control , 2005 .

[9]  Takao Suzuki,et al.  Hybrid Unsteady Flow Simulation Combining PTV and DNS at Moderate Reynolds Numbers , 2007 .

[10]  Tomoyuki Yambe,et al.  Fundamental Study of Ultrasonic-Measurement-Integrated Simulation of Real Blood Flow in the Aorta , 2005, Annals of Biomedical Engineering.

[11]  Toshiyuki Hayase,et al.  Fundamental Study of Hybrid Wind Tunnel Integrating Numerical Simulation and Experiment in Analysis of Flow Field , 2004 .

[12]  R. W. Davis,et al.  A numerical study of vortex shedding from rectangles , 1982, Journal of Fluid Mechanics.

[13]  Toshiyuki Hayase,et al.  State Estimator of Flow as an Integrated Computational Method With the Feedback of Online Experimental Measurement , 1997 .

[14]  Toshiyuki Hayase,et al.  Numerical realization for analysis of real flows by integrating computation and measurement , 2005 .

[15]  Yuichi Murai,et al.  Particle tracking velocimetry applied to estimate the pressure field around a Savonius turbine , 2007 .