Shape Optimization Using the Adjoint Lattice Boltzmann Method for Aerodynamic Applications

The present work focuses on shape optimization using the lattice Boltzmann method applied to aerodynamic cases. The adjoint method is used to calculate the sensitivities of the drag force with resp...

[1]  P. Bhatnagar,et al.  A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems , 1954 .

[2]  O. Pironneau On optimum profiles in Stokes flow , 1973, Journal of Fluid Mechanics.

[3]  Michele Onorato,et al.  Experimental analysis of vehicle wakes , 1986 .

[4]  W. Hucho,et al.  Aerodynamics of Road Vehicles , 1987 .

[5]  Antony Jameson,et al.  Aerodynamic design via control theory , 1988, J. Sci. Comput..

[6]  Flavio Noca,et al.  Measuring instantaneous fluid dynamic forces on bodies, using only velocity fields and their derivatives , 1997 .

[7]  W. K. Anderson,et al.  Aerodynamic design optimization on unstructured grids with a continuous adjoint formulation , 1997 .

[8]  O. Filippova,et al.  Grid Refinement for Lattice-BGK Models , 1998 .

[9]  C. P. van Dam,et al.  Airfoil Drag Prediction and Decomposition , 1998 .

[10]  F. Noca,et al.  A COMPARISON OF METHODS FOR EVALUATING TIME-DEPENDENT FLUID DYNAMIC FORCES ON BODIES, USING ONLY VELOCITY FIELDS AND THEIR DERIVATIVES , 1999 .

[11]  C. P. van Dam,et al.  Recent experience with different methods of drag prediction , 1999 .

[12]  Lin,et al.  Lattice boltzmann method on composite grids , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[13]  A. Jameson,et al.  A COMPARISON OF THE CONTINUOUS AND DISCRETE ADJOINT APPROACH TO AUTOMATIC AERODYNAMIC OPTIMIZATION , 2000 .

[14]  S. Nadarajah,et al.  The discrete adjoint approach to aerodynamic shape optimization , 2003 .

[15]  J. Petersson,et al.  Topology optimization of fluids in Stokes flow , 2003 .

[16]  B. Chopard,et al.  Theory and applications of an alternative lattice Boltzmann grid refinement algorithm. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  Sauro Succi,et al.  Numerical analysis of the averaged flow field in a turbulent lattice Boltzmann simulation , 2006 .

[18]  P. Lallemand,et al.  Adjoint lattice Boltzmann equation for parameter identification , 2006 .

[19]  R. Dwight,et al.  Effect of Approximations of the Discrete Adjoint on Gradient-Based Optimization , 2006 .

[20]  F. Toschi,et al.  Shear-improved Smagorinsky model for large-eddy simulation of wall-bounded turbulent flows , 2006, Journal of Fluid Mechanics.

[21]  D. d'Humières,et al.  Two-relaxation-time Lattice Boltzmann scheme: About parametrization, velocity, pressure and mixed boundary conditions , 2008 .

[22]  K. Maute,et al.  A parallel Schur complement solver for the solution of the adjoint steady-state lattice Boltzmann equations: application to design optimisation , 2008 .

[23]  S. Majumdar,et al.  Numerical simulation of laminar flow past a circular cylinder , 2009 .

[24]  Azeddine Kourta,et al.  Drag reduction by flow separation control on a car after body , 2009 .

[25]  K. Maute,et al.  An explicit level set approach for generalized shape optimization of fluids with the lattice Boltzmann method , 2011 .

[26]  Kurt Maute,et al.  Topology optimization of multi-component flows using a multi-relaxation time lattice Boltzmann method , 2012 .

[27]  Gudrun Thäter,et al.  Adjoint-based fluid flow control and optimisation with lattice Boltzmann methods , 2013, Comput. Math. Appl..

[28]  Viriato Semião,et al.  Truncation errors and the rotational invariance of three-dimensional lattice models in the lattice Boltzmann method , 2014, J. Comput. Phys..

[29]  Pierre Sagaut,et al.  An adjoint-based lattice Boltzmann method for noise control problems , 2014, J. Comput. Phys..

[30]  Carsten Othmer,et al.  Adjoint methods for car aerodynamics , 2014, Journal of Mathematics in Industry.

[31]  Martin Geier,et al.  Discrete adjoint sensitivity analysis for fluid flow topology optimization based on the generalized lattice Boltzmann method , 2014, Comput. Math. Appl..

[32]  T. Hara,et al.  The simulation of turbulent particle‐laden channel flow by the Lattice Boltzmann method , 2015 .

[33]  M. Mirzaei,et al.  A comparison of the continuous and discrete adjoint approach extended based on the standard lattice Boltzmann method in flow field inverse optimization problems , 2016 .

[34]  Jacek Rokicki,et al.  Adjoint Lattice Boltzmann for topology optimization on multi-GPU architecture , 2015, Comput. Math. Appl..

[35]  Schumacher Thomas,et al.  Adjoint Optimization for Vehicle External Aerodynamics , 2016 .

[36]  Takayuki Yamada,et al.  Topology optimization in thermal-fluid flow using the lattice Boltzmann method , 2016, J. Comput. Phys..

[37]  Ole Sigmund,et al.  Topology optimization of unsteady flow problems using the lattice Boltzmann method , 2016, J. Comput. Phys..

[38]  Preface: theory, methods, and applications of mesoscopic modeling , 2017 .

[39]  Takayuki Yamada,et al.  Local-in-time adjoint-based topology optimization of unsteady fluid flows using the lattice Boltzmann method , 2017 .

[40]  P. Sagaut,et al.  An explicit power-law-based wall model for lattice Boltzmann method–Reynolds-averaged numerical simulations of the flow around airfoils , 2018, Physics of Fluids.

[41]  Alois Sengissen,et al.  Wall-modeled large-eddy simulation of the flow past a rod-airfoil tandem by the Lattice Boltzmann method , 2018 .

[42]  Sravya Nimmagadda,et al.  Low-cost unsteady discrete adjoints for aeroacoustic optimization using temporal and spatial coarsening techniques , 2018 .

[43]  P. Sagaut,et al.  A new hybrid recursive regularised Bhatnagar–Gross–Krook collision model for Lattice Boltzmann method-based large eddy simulation , 2018, Journal of Turbulence.

[44]  Lingai Luo,et al.  Topology optimization of thermal fluid flows with an adjoint Lattice Boltzmann Method , 2018, J. Comput. Phys..