Optimization of Propulsion in Flapping Micro Air Vehicles Using Genetic Algorithm Method
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Optimization of Propulsion in Flapping Micro Air Vehicles Using Genetic Algorithm Method

Authors: Mahdi Abolfazli, Ebrahim Barati, Hamid Reza Karbasian

Abstract:

In this paper the kinematic parameters of a regular Flapping Micro Air Vehicle (FMAV) is investigated. The optimization is done using multi-objective Genetic algorithm method. It is shown that the maximum propulsive efficiency is occurred on the Strouhal number of 0.2-0.3 and foil-pitch amplitude of 15°-30°. Furthermore, increasing pitch amplitude with respect to power optimization increases the thrust slightly until pitch amplitude around 30°, and then the trust is increased notably with increasing of pitch amplitude. Additionally, the maximum mean thrust coefficient is computed of 2.67 and propulsive efficiency for this value is 42%. Based on the thrust optimization, the maximum propulsive efficiency is acquired 54% while the mean thrust coefficient is 2.18 at the same propulsive efficiency. Consequently, the maximum propulsive efficiency is obtained 77% and the appropriate Strouhal number, pitch amplitude and phase difference between heaving and pitching are calculated of 0.27, 31° and 77°, respectively.

Keywords: Flapping foil propulsion, Genetic algorithm, Micro Air Vehicle (MAV), Optimization.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1336338

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References:


[1] Y. Lian, and W. Shyy, "Aerodynamics of Low Reynolds Number Plunging Airfoil under Gusty Environment”, in proc. 45th AIAA Aero. Sci. Meeting and Exhibit, Reno, 2007.
[2] K. D. Jones, and M.F. Platzer, "Bio-Inspired Design of Flapping Wing Micro Air Vehicles –An Engineer’s Perspective”, AIAA Paper, pp. 0037, 2006.
[3] Sh. Yang, Sh. Luoy, and F. Liuz, "Optimization of Unstalled Pitching and Plunging Motion of an Airfoil”, in proc. 44thAIAA Aero. Sci. Meeting and Exhibit, Nevada, 2006.
[4] G.K. Taylor, R.L. Nudds, and A.L.R. Thomas, "Flying and swimming animals cruise at a Strouhal number tuned for high power efficiency”, Nature, vol. 42, no. 5, pp. 707, 2003.
[5] M. Triantafillou, and D. Yue, "Hydrodynamics of fishlike swimming”, Annu. Review of Fluid Mech., vol. 32, pp. 33–53, 2000.
[6] G. Pedro, A. Suleman, and N. Djilali, "A numerical study of the propulsive efficiency of a flapping hydrofoil”, Int. J. Num. Methods Fluids, vol. 42, pp. 493–526. 2003.
[7] M.R. Amiralaei, H. Alighanbari, and S.M. Hashemi, "Flow field characteristics study of a flapping airfoil using computational fluid dynamics”, J. Fluid Struct., vol. 27, pp. 1068–1085, 2001.
[8] T. Theodorsen, General Theory of Aerodynamic Instability and the Mechanism of Flutter. NACA Report 496, 1935.
[9] J.D. Delaurier, "An aerodynamic model for flapping-wing flight”, Aeronautics J., vol. 97, pp. 125-130, 1993.
[10] M. Abramowitz, Handbook of Mathematical Functions. Applied Mathematics Series, 1964.
[11] Y. Zhou, M. MAlam, H.X. Yang, H. Guo, and D.H. Wood, "Fluid forces on a very low Reynolds number airfoil and their prediction”, Int. J. Heat Fluid Flow, vol. 32, pp. 329–339, 2011.
[12] S.F. Hoerner, Fluid Dynamic Drag, Hoerner Fluid Dynamics, CA, 1965.