Technical Papers
Aug 13, 2019

Optimization of Airfoils along High-Aspect-Ratio Wing of Long-Endurance Aircraft in Trimmed Flight

Publication: Journal of Aerospace Engineering
Volume 32, Issue 6

Abstract

This paper provides a new, relatively fast procedure of high-aspect-ratio wing design for endurance maximization. It is based on genetic algorithm and allows optimizing a set of airfoils along the wingspan without time-expensive computations. In this method, the airfoils are optimized in a segregated manner using lift coefficient distribution along the wingspan. The trim drag is taken into account by means of a special algorithm. The design method is implemented in the computer program NeoOptimizer, specially developed for aerodynamic optimization tasks. The program uses XFOIL code to evaluate aerodynamic characteristics of the airfoils. It is especially applicable to low-Reynolds-number regimes. A test case of the high-aspect-ratio wing was considered. Two airfoils for this wing were designed to minimize drag at the maximum flight duration regime.

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References

Anderson, J. D. 1999. Aircraft performance and design. Boston: WCB/McGraw-Hill.
Bolsunovsky, A. L., N. P. Buzoverya, and K. S. Nikolaeva. 2003. “Development of high-lift airfoils with desired aerodynamic characteristics by means of numerical optimization.” In Proc., 43rd Israel Annual Conf. on Aerospace Sciences. Reston, VA: American Institute of Aeronautics and Astronautics.
Cambone, S. A., K. J. Krieg, P. Pace, and W. Linton. 2005. Unmanned aircraft systems roadmap 2005–2030, 8. Arlington, VA: Office of the Secretary of Defense.
Catalano, P., and R. Tognaccini. 2011. “RANS analysis of the low-Reynolds number flow around the SD7003 airfoil.” Aerosp. Sci. Technol. 15 (8): 615–626. https://doi.org/10.1016/j.ast.2010.12.006.
Della Vecchia, P., E. Daniele, and E. D’Amato. 2014. “An airfoil shape optimization technique coupling PARSEC parameterization and evolutionary algorithm.” Aerosp. Sci. Technol. 32 (1): 103–110. https://doi.org/10.1016/j.ast.2013.11.006.
Drela, M. 1988. “Low-Reynolds-number airfoil design for the MIT Daedalus prototype- A case study.” J. Aircr. 25 (8): 724–732. https://doi.org/10.2514/3.45650.
Drela, M. 1989. “XFOIL: An analysis and design system for low Reynolds number airfoils.” In Low Reynolds number aerodynamics: Lecture notes in engineering, 1–12. Berlin: Springer.
Drela, M., and M. B. Giles. 1987. “Viscous-inviscid analysis of transonic and low Reynolds number airfoils.” AIAA J. 25 (10): 1347–1355. https://doi.org/10.2514/3.9789.
Ebrahimi, M., and A. Jahangirian. 2017. “Accelerating global optimization of aerodynamic shapes using a new surrogate-assisted parallel genetic algorithm.” Eng. Optim. 49 (12): 2079–2094. https://doi.org/10.1080/0305215X.2017.1289741.
Elham, A., and M. J. L. van Tooren. 2016. “Coupled adjoint aerostructural wing optimization using quasi-three-dimensional aerodynamic analysis.” Struct. Multi. Optim. 54 (4): 889–906. https://doi.org/10.1007/s00158-016-1447-9.
Gauger, N., A. Walther, E. Özkaya, and C. Moldenhauer. 2012. “Efficient aerodynamic shape optimization by structure exploitation.” Optim. Eng. 13 (4): 563–578.
Goldberg, D. 1989. Genetic algorithms in search, optimization and machine learning. Reading, MA: Addison-Wesley.
Gonzalo, J., D. López, D. Domínguez, A. García, and A. Escapa. 2018. “On the capabilities and limitations of high altitude pseudo-satellites.” Prog. Aerosp. Sci. 98 (Apr): 37–56. https://doi.org/10.1016/j.paerosci.2018.03.006.
Holland, J. H. 1992. Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artificial intelligence. Cambridge, MA: MIT Press.
Khurana, M., and K. Massey. 2015. “Swarm algorithm with adaptive mutation for airfoil aerodynamic design.” Swarm Evol. Comput. 20 (Feb): 1–13. https://doi.org/10.1016/j.swevo.2014.10.001.
Langtry, R. B., and F. R. Menter. 2005. “Transition modeling for general CFD applications in aeronautics.” In Proc., 43rd AIAA Aerospace Sciences Meeting and Exhibit, 522. Reston, VA: American Institute of Aeronautics and Astronautics.
Morgado, J., R. Vizinho, M. A. R. Silvestre, and J. C. Páscoa. 2016. “XFOIL vs CFD performance predictions for high lift low Reynolds number airfoils.” Aerosp. Sci. Technol. 52 (May): 207–214. https://doi.org/10.1016/j.ast.2016.02.031.
Nejat, A., P. Mirzabeygi, and M. Shariat Panahi. 2014. “Airfoil shape optimization using improved Multiobjective Territorial Particle Swarm algorithm with the objective of improving stall characteristics.” Struct. Multidiscip. Optim. 49 (6): 953–967. https://doi.org/10.1007/s00158-013-1025-3.
Nikolaev, N. V. 2015. “Parametric description of the airfoil using combined polynomial functions for optimization applications.” TsAGI Sci. J. 46 (7): 647–656. https://doi.org/10.1615/TsAGISciJ.v46.i7.30.
Oyama, A., S. Obayashi, and T. Nakamura. 2001. “Real-coded adaptive range genetic algorithm applied to transonic wing optimization.” Appl. Soft Comput. 1 (3): 179–187. https://doi.org/10.1016/S1568-4946(01)00017-5.
Park, K., and B.-S. Kim. 2013. “Optimal design of airfoil platform shapes with high aspect ratio using genetic algorithm.” World Acad. Sci. Eng. Technol. 7 (4): 584–590.
Perry, M. L., and T. J. Mueller. 1987. “Leading- and trailing-edge flaps on a low Reynolds number airfoil.” J. Aircr 24 (9): 653–659. https://doi.org/10.2514/3.45491.
Pfenninger, W., and C. S. Vemuru. 1990. “Design of low Reynolds number airfoils. I.” J. Aircr. 27 (3): 204–210. https://doi.org/10.2514/3.45920.
Praveen, C., and R. Duvigneau. 2009. “Low cost PSO using metamodels and inexact pre-evaluation: Application to aerodynamic shape design.” Comput. Methods Appl. Mech. Eng. 198 (9–12): 1087–1096. https://doi.org/10.1016/j.cma.2008.11.019.
Pulliam, T., M. Nemec, T. Holst, and D. Zingg. 2003. “Comparison of evolutionary (genetic) algorithm and adjoint methods for multi-objective viscous airfoil optimizations.” In Proc., 41st Aerospace Sciences Meeting and Exhibit. Reno, NV: American Institute of Aeronautics and Astronautics.
Rapinett, A. 2009. “Zephyr: A high altitude long endurance unmanned air vehicle.” Ph.D. thesis, Dept. of Physics, Univ. of Surrey.
Ross, H. 2008. “Fly around the world with a solar powered airplane.” In Proc., 26th Congress of ICAS and 8th AIAA ATIO, 8954. Reston, VA: American Institute of Aeronautics and Astronautics.
Schmidt, S., C. Ilic, V. Schulz, and N. R. Gauger. 2011. “Airfoil design for compressible inviscid flow based on shape calculus.” Optim. Eng. 12 (3): 349–369. https://doi.org/10.1007/s11081-011-9145-3.
Selig, M. 2003. Low Reynolds number airfoil design lecture notes: VKI lecture series. Paris: NATO Research and Technology Organization.
Selig, M. S., and J. J. Guglielmo. 1997. “High-lift low Reynolds number airfoil design.” J. Aircr. 34 (1): 72–79. https://doi.org/10.2514/2.2137.
Skinner, S. N., and H. Zare-Behtash. 2018. “State-of-the-art in aerodynamic shape optimisation methods.” Appl. Soft Comput. 62 (Jan): 933–962. https://doi.org/10.1016/j.asoc.2017.09.030.
Sobieczky, H. 1999. “Parametric airfoils and wings.” In Recent development of aerodynamic design methodologies, edited by K. Fujii, and G. S. Dulikravich, 71–87. Wiesbaden, Germany: Springer.
Wolkov, A. V., and S. V. Lyapunov. 1994. “Numerical prediction of transonic viscous separated flow past an airfoil.” Theor. Comput. Fluid Dyn. 6 (1): 49–63. https://doi.org/10.1007/BF00417926.
Wortmann, F. X. 1974. “The quest for high-lift.” In Proc., 2nd Int. Symp. on the Technology and Science of Low Speed and Motorless Flight. Cambridge, MA: AIAA.

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Go to Journal of Aerospace Engineering
Journal of Aerospace Engineering
Volume 32Issue 6November 2019

History

Received: Nov 2, 2018
Accepted: May 29, 2019
Published online: Aug 13, 2019
Published in print: Nov 1, 2019
Discussion open until: Jan 13, 2020

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Researcher, Aerodynamic Dept., Central Aerohydrodynamic Institute, Zhukovskogo St. 1, Zhukovsky, Moscow Region 140180, Russian Federation. ORCID: https://orcid.org/0000-0002-2119-9915. Email: [email protected]

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