Efficient Accelerators for Pso in an Inverse Design of Multi-Element Airfoils
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Date
2019
Authors
Pehlivanoğlu, Volkan
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier France-Editions Scientifiques Medicales Elsevier
Open Access Color
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
The main object in aerodynamic design is a wing. High lift (HL) systems are probably the main concern in wing design optimization due to strict regulations. An optimization of high lift systems is difficult because of flow physics and high number of design parameters. Evolutionary algorithms including particle swarm optimization (PSO) are popular methods in HL system optimization. However, the computational burden of PSO may be a serious issue in process. In this article, efficient accelerators are integrated to PSO and applied to an inverse design of multi-element airfoils. The comparative test cases demonstrated that remarkable reductions in computational times have been accomplished. (C) 2019 Elsevier Masson SAS. All rights reserved.
Description
Keywords
Particle swarm optimization, Surrogate modeling, Multi-element airfoil, Inverse design, Aerodynamic Shape Optimization, Algorithm
Fields of Science
0203 mechanical engineering, 0103 physical sciences, 02 engineering and technology, 01 natural sciences
Citation
WoS Q
Q1
Scopus Q
Q1

OpenCitations Citation Count
22
Source
Aerospace Scıence And Technology
Volume
91
Issue
Start Page
110
End Page
121
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Citations
Scopus : 22
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Mendeley Readers : 13
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