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Effect of Shape Parameterization on Aerodynamic Shape Optimization
45th AIAA Aerospace Sciences Meeting and Exhibit, 2007This paper studies the effect of shape parameterization on automatic aerodynamic shape optimization. Four shape parameterization techniques are studied: mesh points, Hicks-Henne bump functions, B-spline curves and the PARSEC method. The objective is to compare them based on accuracy and impact on the computational cost.
Patrice Castonguay, Siva Nadarajah
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Variable-Fidelity Aerodynamic Shape Optimization
2011Aerodynamic shape optimization (ASO) plays an important role in the design of aircraft, turbomachinery and other fluid machinery. Simulation-driven ASO involves the coupling of computational fluid dynamics (CFD) solvers with numerical optimization methods.
Leifur Leifsson, Slawomir Koziel
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Robust aerodynamic shape optimization—From a circle to an airfoil
Aerospace Science and Technology, 2019Aerodynamic design optimization currently lacks robustness with respect to the starting design and requires trial and error in the flow solver and optimization algorithm settings to get a converged optimal design. We address need issue by developing ways
Xiaolong He +4 more
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Aerodynamic shape optimization of turbomachinery cascades
13th Computational Fluid Dynamics Conference, 1997During the last years, steadily increasing interest in computer based methods for aerodynamic shape optimization can be observed. The approaches that emerged up to now can be divided mainly into two groups methods based on genetic algorithms and numerical optimization methods.
Jiri Blazek, Jiri Blazek
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Aerodynamic Shape Optimization Methods
1997Although fast and accurate in creating aerodynamic shapes compatible with the specified surface pressure distribution, the inverse shape design methods create configurations that are not optimal even at the design operating conditions [163], [164].
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RL for Aerodynamic Shape Optimization
https://www.wim.uni-mannheim.de/doering/conferences/rl-2025/Sobieczky, Florian +7 more
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Aerodynamic shape optimization using a novel optimizer based on machine learning techniques
Aerospace Science and Technology, 2019Aerodynamic shape optimization is usually a loop of an optimization model, an optimizer and an evaluation workflow. A new optimizer is proposed and tested for a typical aerodynamic shape optimization of missile control surfaces with computational fluid ...
Xinghui Yan +3 more
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Renewable Energy, 2020
Aerodynamic shape optimization of horizontal axis wind turbines was performed to minimize the cost of energy. The optimum blade was obtained by modifying the blade section contours at selected blade radial stations.
Hakjin Lee, O. Kwon
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Aerodynamic shape optimization of horizontal axis wind turbines was performed to minimize the cost of energy. The optimum blade was obtained by modifying the blade section contours at selected blade radial stations.
Hakjin Lee, O. Kwon
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Benchmark aerodynamic shape optimization with the POD-based CST airfoil parametric method
Aerospace Science and Technology, 2019This paper conducts a benchmark aerodynamic shape optimization with the developed POD-based CST airfoil parametric method. The POD analysis transforms the basis functions of the CST parametric method into reduced orthogonal POD basis functions which are ...
Xiaojing Wu +3 more
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Cross Validation of Aerodynamic Shape Optimization Methodologies for Aircraft Wing-Body Optimization
AIAA Journal, 2020This paper presents the cross validation of two aerodynamic shape optimization methodologies in order to validate, characterize, and compare the two methodologies.
Thomas A. Reist +5 more
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