Multi-frequency aerodynamic control of a yawed bluff body optimized with a genetic algorithm
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Guglielmo Minelli | Sinisa Krajnovic | Valery Chernoray | Bernd R. Noack | B. R. Noack | Z. X. Qiao | V. Chernoray | S. Krajnović | G. Minelli | Z. Qiao
[1] Scott T. M. Dawson,et al. Model Reduction for Flow Analysis and Control , 2017 .
[2] Y. Zhou,et al. Turbulent boundary layer under the control of different schemes , 2017, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.
[3] B. Basara,et al. A Flow Control Study of a Simplified, Oscillating Truck Cabin Using PANS , 2018, Journal of Fluids Engineering.
[4] Petros Koumoutsakos,et al. Evolution Strategies for Automatic Optimization of Jet Mixing , 2001 .
[5] T. Schneider,et al. A Linear Systems Approach to Flow Control , 2007 .
[6] Parviz Moin,et al. Active turbulence control for drag reduction in wall-bounded flows , 1994, Journal of Fluid Mechanics.
[7] Olivier Cadot,et al. A study of wake effects on the drag of Ahmed׳s squareback model at the industrial scale , 2015 .
[8] Sebastien Depardon,et al. Drag reduction of a 3D bluff body using coherent streamwise streaks , 2010 .
[9] B. R. Noack,et al. Closed-Loop Turbulence Control: Progress and Challenges , 2015 .
[10] Y. Zhou,et al. Turbulent boundary layer manipulation under a proportional-derivative closed-loop scheme , 2018, Physics of Fluids.
[11] Avi Seifert,et al. Closed-loop vectoring control of a turbulent jet using periodic excitation , 2003 .
[12] O. Cadot,et al. Turbulent wake past a three-dimensional blunt body. Part 1. Global modes and bi-stability , 2013, Journal of Fluid Mechanics.
[13] Parviz Moin,et al. Observed mechanisms for turbulence attenuation and enhancement in opposition-controlled wall-bounded flows , 1998 .
[14] Lars Davidson,et al. Numerical Study of the Flow Around a Bus-Shaped Body , 2003 .
[15] B. R. Noack,et al. Numerical Investigation of Active Flow Control Around a Generic Truck A-Pillar , 2016, Flow, Turbulence and Combustion.
[16] B. R. Noack,et al. PIV Measurements Around a Generic Truck Model in Active Flow Control Experiments , 2019 .
[17] S. To,et al. Active drag reduction of a high-drag Ahmed body based on steady blowing , 2018, Journal of Fluid Mechanics.
[18] Kevin R. Cooper,et al. The Effect of Front-Edge Rounding and Rear-Edge Shaping on the Aerodynamic Drag of Bluff Vehicles in Ground Proximity , 1985 .
[19] O. Cadot,et al. Boat-tail effects on the global wake dynamics of a flat-backed body with rectangular section , 2019, Journal of Fluids and Structures.
[20] Hui Tang,et al. Active flow control using machine learning: A brief review , 2020, Journal of Hydrodynamics.
[21] Li Cheng,et al. Closed-loop-controlled vortex shedding and vibration of a flexibly supported square cylinder under different schemes , 2004 .
[22] Ruiying Li,et al. Artificial intelligence control of a turbulent jet , 2018, Journal of Fluid Mechanics.
[23] Azeddine Kourta,et al. Separation flow control on a generic ground vehicle using steady microjet arrays , 2010 .
[24] Petros Koumoutsakos,et al. Machine Learning for Fluid Mechanics , 2019, Annual Review of Fluid Mechanics.
[25] Avi Seifert,et al. Large Trucks Drag Reduction using Active Flow Control , 2008 .
[26] Peter Bradshaw,et al. Spatial resolution and measurement of turbulence in the viscous sublayer using subminiature hot-wire probes , 1987 .
[27] Ruben Rathnasingham,et al. Active control of turbulent boundary layers , 2003, Journal of Fluid Mechanics.
[28] Thomas Bewley,et al. A Linear Systems Approach to Flow Control , 2007 .
[29] Bernd R. Noack,et al. Drag reduction of a car model by linear genetic programming control , 2016, 1609.02505.
[30] Jean Rabault,et al. Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control , 2018, Journal of Fluid Mechanics.
[31] Sinisa Krajnovic,et al. Aerodynamic flow control for a generic truck cabin using synthetic jets , 2017 .
[32] Jean-François Beaudoin,et al. Drag and lift reduction of a 3D bluff body using flaps , 2008 .
[33] B. Basara,et al. Active Aerodynamic Control of a Separated Flow Using Streamwise Synthetic Jets , 2019, Flow, Turbulence and Combustion.
[34] F. Alvi,et al. Separation flow control on a generic ground vehicle using steady microjet arrays , 2010 .
[35] Narayanan Komerath,et al. Efficient Airload Determination for Bluff Body Aeromechanics , 2014 .
[36] B. R. Noack,et al. Upstream actuation for bluff-body wake control driven by a genetically inspired optimization , 2020, Journal of Fluid Mechanics.
[37] L. Parras,et al. Experimental study on Ahmed's body drag coefficient for different yaw angles , 2016 .
[38] Christian Oliver Paschereit,et al. Drag reduction on a rectangular bluff body with base flaps and fluidic oscillators , 2015 .
[39] Koji Fukagata,et al. Microelectromechanical Systems–Based Feedback Control of Turbulence for Skin Friction Reduction , 2009 .
[40] Bernd R. Noack,et al. Drag reduction mechanisms of a car model at moderate yaw by bi-frequency forcing , 2019, Physical Review Fluids.
[41] I. Wygnanski,et al. Active separation control: an overview of Reynolds and Mach numbers effects , 2004 .
[42] N. Hutchins,et al. Skin-friction drag reduction in a high-Reynolds-number turbulent boundary layer via real-time control of large-scale structures , 2017 .
[43] S. Ramsay. Machine , 2020, Further Reading.
[44] F. Scarano,et al. On the use of helium-filled soap bubbles for large-scale tomographic PIV in wind tunnel experiments , 2015 .