CFD-based optimization of hovering rotors using radial basis functions for shape parameterization and mesh deformation

被引:42
作者
Allen, Christian B. [1 ]
Rendall, Thomas C. S. [1 ]
机构
[1] Univ Bristol, Dept Aerosp Engn, Bristol BS8 1TR, Avon, England
关键词
Multivariate function approximation; Radial basis functions; Numerical simulation; Numerical optimization; Volume mesh deformation; Shape parameterization; Aerodynamics; Rotors; CFD; AIRCRAFT; DESIGN; MOTION; INTERPOLATION; REDUCTION;
D O I
10.1007/s11081-011-9179-6
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aerodynamic shape optimization of a helicopter rotor in hover is presented, using compressible CFD as the aerodynamic model. An efficient domain element shape parameterization method is used as the surface control and deformation method, and is linked to a radial basis function global interpolation, to provide direct transfer of domain element movements into deformations of the design surface and the CFD volume mesh, and so both the geometry control and volume mesh deformation problems are solved simultaneously. This method is independent of mesh type (structured or unstructured) or size, and optimization independence from the flow solver is achieved by obtaining sensitivity information for an advanced parallel gradient-based algorithm by finite-difference, resulting in a flexible method of 'wrap-around' optimization. This paper presents results of the method applied to hovering rotors using local and global design parameters, allowing a large geometric design space. Results are presented for two transonic tip Mach numbers, with minimum torque as the objective, and strict constraints applied on thrust, internal volume and root moments. This is believed to be the first free form design optimization of a rotor blade using compressible CFD as the aerodynamic model, and large geometric deformations are demonstrated, resulting in significant torque reductions, with off-design performance also improved.
引用
收藏
页码:97 / 118
页数:22
相关论文
共 48 条
[1]   Towards automatic structured multiblock mesh generation using improved transfinite interpolation [J].
Allen, C. B. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2008, 74 (05) :697-733
[2]   Parallel universal approach to mesh motion and application to rotors in forward flight [J].
Allen, C. B. .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2007, 69 (10) :2126-2149
[3]   Computational-Fluid-Dynamics-Based Twist Optimization of Hovering Rotors [J].
Allen, C. B. ;
Rendall, T. C. S. ;
Morris, A. M. .
JOURNAL OF AIRCRAFT, 2010, 47 (06) :2075-2085
[4]   An unsteady multiblock multigrid scheme for lifting forward flight rotor simulation [J].
Allen, CB .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2004, 45 (09) :973-984
[5]   Multigrid acceleration of an upwind Euler method for hovering rotor flows [J].
Allen, CB .
AERONAUTICAL JOURNAL, 2001, 105 (1051) :517-524
[6]   AESOP-a numerical platform for aerodynamic shape optimization [J].
Amoignon, Olivier .
OPTIMIZATION AND ENGINEERING, 2010, 11 (04) :555-581
[7]   Geometry Parameterization Method for Multidisciplinary Applications [J].
Anderson, W. Kyle ;
Karman, Steve L. ;
Burdyshaw, Chad .
AIAA JOURNAL, 2009, 47 (06) :1568-1578
[8]  
[Anonymous], AER SCI M EXH REN NV
[9]  
[Anonymous], 19940056 AIAA
[10]  
[Anonymous], J AIRCR