In this paper, the key techniques of automatic compressor blade optimization are investigated. A parallel genetic algorithm is adopted as the numerical optimization method for its global and parallel optimization ability. The blade profile parameterization is based on geometry modification to generate controllable and reasonable blade profiles in the process of optimization. To realize the optimization in the whole work range, an objective function is set which also taken into consideration the performance at non-design positions. A software is developed, which could design 2D blade profiles of plane and arbitrary rotating surfaces. The software is used to design high subsonic and supersonic blade profiles of plane and arbitrary rotating surfaces. The constant entropy Mach number distribution of the designed subsonic blade profiles is in good accord with controlled diffusion regularity; the flows are compressed nearly in constant entropy in the potential regions of designed supersonic cascades. Therefore, the designed blade profiles are of low total pressure loss coefficient and large low total pressure loss coefficient range.
ZHOU Zhenggui, QIU Ming, XU Xia, MIAO Yulu
. Automatic Optimization Design of Compressor/Fan 2D Blade Profiles[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2011
, 32(11)
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DOI: CNKI:11-1929/V.20110526.1754.018
[1] 周正贵. 压气机/风扇叶片自动优化设计的研究现状和关键技术[J]. 航空学报, 2008, 29(2):257-266. Zhou Zhenggui. Current situations and key techniques of automatic aerodynamic design of compressor/fan blades[J]. Acta Aeronautica et Astronautica Sinica, 2008, 29(2): 257-266. (in Chinese)
[2] 程荣辉. 轴流压气机设计技术的发展[J]. 燃气涡轮试验与研究, 2004, 17(2): 1-8. Cheng Ronghui. Development of design technology for axial compressor[J]. Gas Turbine Experiment and Re-search, 2004, 17(2): 1-8. (in Chinese)
[3] Pitigala D B A, Zangeneh M, Li Y. Redesign of a tran-sonic compressor rotor by means of a three-dimensional inverse design method: a parametric study. GT2007-27486, 2007.
[4] Ashihara K, Goto A. Turbomachinery blade design using 3-D inverse method, CFD and optimization algorithm. GT2001-358, 2001.
[5] Frank S, Beat R, Casey M, et al. Design of industrial axial compressor blade sections for optimal range and performance[J]. Journal of Turbomachinery, 2004, 126(2): 323-331.
[6] Benini E, Toffolo A. Development of high performance airfoils for axial flow compressors using evolutionary computation[J]. Journal of Propulsion and Power, 2002, 18(3): 544-554.
[7] 周正贵. 高亚音速压气机叶片优化设计[J]. 推进技术, 2004, 25(1): 58-61. Zhou Zhenggui. Optimization of high subsonic axial compressor blades[J]. Journal of Propulsion Technology, 2004, 25(1): 58-61. (in Chinese)
[8] Koller U, Monig R, Kusters B, et al. Development of advanced compressor airfoils for heavy-duty gas turbines—Part I: design and optimization [J]. Journal of Turbomachinery, 2000, 122(3): 397-405.
[9] Kusters B, Schreiber H A, Koller U, et al. Development of advanced compressor airfoils for heavy-duty gas tur-bines—Part II: experimental and theoretical analysis[J]. Journal of Turbomachinery, 2000, 122(3): 406-415.
[10] 汪光文. 基于并行遗传算法的风扇/压气机叶片气动优化. 南京:南京航空航天大学, 2009. Wang Guangwen. Research on aerodynamic optimization design of fan/compressor blade using parallel genetic algorithm. Nanjing:Nanjing University of Aeronautics and Astronautics, 2009. (in Chinese)
[11] Oyama A,Liou M S. High-fidelity swept and leaned rotor blade design optimization using evolutionary algorithm. AIAA-2003-4091, 2003.
[12] Arnone A, Liou M S, Povinelli A. Multi-grid calculation of three-dimensional viscous cascade flows[J]. Journal of Propulsion and Power, 1993, 9(4): 605-614.
[13] Baldwin B S, Lomax H. Thin-layer approximation and algebraic model for separation turbulent flows. AIAA-1978-257, 1978.
[14] 徐夏. 叶轮机械流场计算与任意回转面叶型设计. 南京:南京航空航天大学,2010. Xu Xia. Calculation of turbomachinery flow fields and design of blade profile on arbitrarily rotational surfaces. Nanjing:Nanjing University of Aeronautics and Astronau- tics, 2010. (in Chinese)
[15] Obayashi S,Nakamura T. Multiobjective genetic algo-rithm applied to aerodynamic desogn of cascade airfoils[J]. Transactions on Industrial Electronics, 2000, 47(1): 211-216.