Free Form Deformation Techniques Applied to 3D Shape Optimization Problems

The purpose of this work is to analyse and study an efficient parametrization technique for a 3D shape optimization problem. After a brief review of the techniques and approaches already available in literature, we recall the Free Form Deformation parametrization, a technique which proved to be efficient and at the same time versatile, allowing to manage complex shapes even with few parameters. We tested and studied the FFD technique by establishing a path, from the geometry definition, to the method implementation, and finally to the simulation and to the optimization of the shape. In particular, we have studied a bulb and a rudder of a race sailing boat as model applications, where we have tested a complete procedure from Computer-Aided-Design to build the geometrical model to discretization and mesh generation.

[1]  Tianzi Jiang,et al.  Nonrigid registration of brain MRI using NURBS , 2007, Pattern Recognit. Lett..

[2]  Stephen J. Wright,et al.  Numerical Optimization , 2018, Fundamental Statistical Inference.

[3]  A. Quarteroni,et al.  Shape optimization for viscous flows by reduced basis methods and free‐form deformation , 2012 .

[4]  Wolfgang Banzhaf,et al.  Genetic Programming: An Introduction , 1997 .

[5]  Jean Charles Gilbert,et al.  Numerical Optimization: Theoretical and Practical Aspects , 2003 .

[6]  A. Jameson,et al.  Aerodynamic shape optimization techniques based on control theory , 1998 .

[7]  T. N. Stevenson,et al.  Fluid Mechanics , 2021, Nature.

[8]  D. Forti Comparison of shape parametrization techniques for fluid-structure interaction problems , 2012 .

[9]  A. Quarteroni Numerical Models for Differential Problems , 2009 .

[10]  Leif Kobbelt,et al.  An intuitive framework for real-time freeform modeling , 2004, SIGGRAPH 2004.

[11]  A. Quarteroni,et al.  OPTIMAL CONTROL AND SHAPE OPTIMIZATION OF AORTO-CORONARIC BYPASS ANASTOMOSES , 2003 .

[12]  J. Samareh Survey of Shape Parameterization Techniques for High-Fidelity Multidisciplinary Shape Optimization , 2001 .

[13]  Ioannis K. Nikolos,et al.  Freeform Deformation Versus B-Spline Representation in Inverse Airfoil Design , 2008, J. Comput. Inf. Sci. Eng..

[14]  Jean-Antoine Désidéri,et al.  Free-form-deformation parameterization for multilevel 3D shape optimization in aerodynamics , 2003 .

[15]  I. H. Abbott,et al.  Theory of Wing Sections , 1959 .

[16]  Thomas W. Sederberg,et al.  Free-form deformation of solid geometric models , 1986, SIGGRAPH.

[17]  Gianluigi Rozza,et al.  Real-Time Reliable Simulation of Heat Transfer Phenomena , 2009 .

[18]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[19]  Gianluigi Rozza,et al.  On optimization, control and shape design of an arterial bypass , 2005 .

[20]  Thomas J. R. Hughes,et al.  Isogeometric Analysis: Toward Integration of CAD and FEA , 2009 .

[21]  Olivier Pironneau,et al.  Applied Shape Optimization for Fluids, Second Edition , 2009, Numerical mathematics and scientific computation.

[22]  A. Jameson Optimum aerodynamic design using CFD and control theory , 1995 .

[23]  J. Pain Fluid Dynamics , 1967, Nature.

[24]  Gianluigi Rozza,et al.  Shape Optimization by Free-Form Deformation: Existence Results and Numerical Solution for Stokes Flows , 2014, J. Sci. Comput..

[25]  A. Jameson,et al.  Optimum Aerodynamic Design Using the Navier–Stokes Equations , 1997 .

[26]  G. Sangalli,et al.  Isogeometric analysis in electromagnetics: B-splines approximation , 2010 .

[27]  Alfio Quarteroni,et al.  Mathematical models and numerical simulations for the America"s Cup , 2005 .

[28]  Gianluigi Rozza,et al.  Reduced Basis Approximation for Shape Optimization in Thermal Flows with a Parametrized Polynomial Geometric Map , 2010 .

[29]  Giles Thomas,et al.  Stochastic Optimisation of IACC Yatchs , 2007 .

[30]  高等学校計算数学学報編輯委員会編,et al.  高等学校計算数学学報 = Numerical mathematics , 1979 .

[31]  Robert A. Adams,et al.  Calculus: A Complete Course , 1994 .

[32]  G. Rozza,et al.  Parametric free-form shape design with PDE models and reduced basis method , 2010 .

[33]  Gianluigi Rozza,et al.  Numerical Simulation of Sailing Boats: Dynamics, FSI, and Shape Optimization , 2012 .

[34]  Gianluigi Rozza,et al.  An introduction to reduced basis method for parametrized PDEs , 2009 .

[35]  G. Rozza,et al.  Model Order Reduction by geometrical parametrization for shape optimization in computational fluid dynamics , 2010 .

[36]  Gianluigi Rozza,et al.  A Reduced Basis Model with Parametric Coupling for Fluid-Structure Interaction Problems , 2012, SIAM J. Sci. Comput..

[37]  Daniele Peri Conformal Free Form Deformation for the Optimisation of Complex Geometries , 2012 .

[38]  J. Anderson,et al.  Fundamentals of Aerodynamics , 1984 .

[39]  Henk A. van der Vorst,et al.  Bi-CGSTAB: A Fast and Smoothly Converging Variant of Bi-CG for the Solution of Nonsymmetric Linear Systems , 1992, SIAM J. Sci. Comput..

[40]  Mordecai Avriel,et al.  Nonlinear programming , 1976 .

[41]  R. Duvigneau Adaptive Parameterization using Free-Form Deformation for Aerodynamic Shape Optimization , 2005 .

[42]  A Samareh Jamshid,et al.  A Novel Shape Parameterization Approach , 1999 .