AERODYNAMIC SHAPE DESIGN FOR ROTOR AIRFOILS VIA GENETIC ALGORITHM

Citation
Dw. Fanjoy et Wa. Crossley, AERODYNAMIC SHAPE DESIGN FOR ROTOR AIRFOILS VIA GENETIC ALGORITHM, Journal of the American Helicopter Society, 43(3), 1998, pp. 263-270
Citations number
22
Categorie Soggetti
Aerospace Engineering & Tecnology
ISSN journal
00028711
Volume
43
Issue
3
Year of publication
1998
Pages
263 - 270
Database
ISI
SICI code
0002-8711(1998)43:3<263:ASDFRA>2.0.ZU;2-9
Abstract
The Genetic Algorithm (GA) has been shown to be a useful tool in engin eering design problems. Here, the GA has been used to solve a helicopt er rotor airfoil design problem. A binary tournament, uniform crossove r GA was used in conjunction with a panel method I integral boundary l ayer method aerodynamic code. Twenty-one variables representing the su rface of the airfoil were operated on by the GA to maximize lift-to-dr ag ratio at three flight conditions representing the 75% radius statio n of an example rotor in forward flight with constraints on minimum li ft coefficient, maximum moment coefficient, and flow separation from t he airfoil. It was found that the GA could consistently design a non-t raditional airfoil to achieve its objectives, and that the resulting d esigns exhibited characteristics more favorable than the NACA 0012 sec tion of the original example rotor and the VR-7 section, While using t he genetic algorithm for shape design appears quite promising, an issu e with the study is that the quality of the results is a reflection of the accuracy of the aerodynamic analyses used; discussion is provided about this topic. The GA design methodology described in this study s hows promise for coupling with airfoil structural constraints and may lead to a more fully developed topology design approach.