Abstract
This paper presents a cascade optimization methodology for representing axial turbomachinery profiles of series NACA-65. In geometrical parameterization scheme of the cascade the following are considered as design variables: the stagger angle, cascade pitch, and camber line. For the calculation of the flow, the panel method of Hess and Smith with modifications is used to introduce the viscous effects by calculating the boundary layer. This methodology used a viscous/inviscid interaction and has as advantage the low computational cost and being favorable for the optimization process. The maximization of the relationship between the lift and the drag coefficient was defined as objective function and was added a penalty function, given by the minimum deflection angle of the flow in the cascade. For the optimal solution, a controlled random search algorithm is used. On the other hand, is also constructed a response surface by interpolation of radial basis functions to obtain comparative analysis of the solutions. Results of pressure distributions and aerodynamic coefficients are also obtained for the optimal cascades.
Similar content being viewed by others
References
Albuquerque RBF, Manzanares Filho N, Oliveira W (2006) A study of controlled random search algorithms with application to conceptual design optimization of axial-flow hydraulic turbines. In: Proceedings of the XXVII CILAMCE, Belém, PA, Brazil, code CIL09-508
Ali AMM, Torn A, Viitanen S (1997) A numerical comparison of some modified controlled random search algorithms. J Global Optim 11:377–385
Ali MM, Torn A (2004) Population set-based global optimization algorithms: some modifications and numerical studies. Comput Oper Res 31:1703–1725
Castilho L (2013) Otimização de Grades Lineares para Aplicação em Turbomáquinas, Dissertação de Mestrado, UNIFEI, Itajubá, Mg. Brasil
Castilho L, Camacho RGR, DA Silva ER (2012) Soluçoes otimizadas em grades de Turbomaquinas axiais. In: III CAIM - Tercer Congreso Argentino de Ingeniería Mecánica, 2012, Buenos Aires. CAIM - Tercer Congreso Argentino de Ingeniería Mecánica
Cebeci T, Bradshaw P (1977) Momentum transfer in boundary layers. McGraw-Hill/Hemisphere, Washington, D.C
Chen CS, Hon YC, Schaback RA (2007) Scientific computing with radial basis functions
Emery JC, Herring LJ, Erwin JR, Felix AR (1957) Systematic two-dimensional cascade tests of NACA 65—series compressor blades at low speeds, Report 1368 NACA, pp 1–85
Giannakoglou KC (2002) Design of optimal aerodynamic shapes using stochastic optimization methods and computational intelligence. Prog Aerosp Sci 38:43–76
Hardy RL (1971) Multiquadric equations of topografhy and other irregular surfaces. J Geophys Res 76:1905–1915
Hess JL, Smith AMO (1967) Calculation of potential flow about arbitrary bodies. Prog Aeronaut Sci 8:1–138
Lieblein S (1959) Loss and stall analysis of compressor cascades. J Basic Eng 387–400
Lieblein S (1965) Experimental flow in two-dimensional cascades, section VI, NASA–SP 36
Lighthill MJ (1958) On displacement thickness. J Fluid Mech 4:383
Petrucci RD (1998) Problema Inverso do escoamento em torno de perfis Aerodinâmicos isolados e em grades de turbomáquinas, Tese de Mestrado, EFEI, Itajubá, Mg. Brasil
Price WL (1977) A controlled random search procedure for global optimization. Comput J 20(4):367–370
Queipo NV, Haftka RT, Shyy W, Goel T, Vaidyanathan R, Tucker PK (2005) Surrogate-based analysis and optimization. Prog Aerosp Sci 41(1):1–28
Ramirez RGC (2001) Análise do Escoamento em Grades de Turbomáquinas Axiais Incluindo o Efeito de Separação da Camada-Limite. Tese (Doutorado), Universidade Federal de Itajubá, UNIFEI
Regis RG, Shoemaker CA (2005) Constrained global optimization of expensive black box functions using radial basis functions. J Global Optim 31:153–171
Schlichting H (1959) Application of boundary-layer theory in turbomachinery. J Basic Eng 81:543–551
Silva ER (2011) Técnicas de Metamodelagem Aplicadas à Otimização de Turbomáquinas, Itajubá, 160 p. Tese (Doutorado em Engenharia Mecânica), Instituto de Engenharia Mecânica, Universidade Federal de Itajubá
Simpson TW, Booker AJ, Ghosh D, Giunta AA, Koch PN, Yang RJ (2004) Approximation methods in multidisciplinary analysis and optimization: a panel discussion. Struct Multidiscip Optim 27(5):302–313
Speidel L (1954) Berechnung der Strömungsverluste von Ungestaffelten Ebenen Schaufelgitter. Ingenieur-Archiv 22:295–322
Wang GG, Shan S (2007) Review of metamodeling techniques in support of engineering design optimization. ASME J Mech Des 129:370–380
Hayashi M, Endo E (1977) Performance calculation for multi-element airfoil sections with separation. Trans Japan Soc Aero Space Sci 20(49):151–164
Author information
Authors and Affiliations
Corresponding author
Additional information
Technical Editor: Francisco Ricardo Cunha.
Rights and permissions
About this article
Cite this article
Castilho, L., Camacho, R.G.R. & da Silva, E.R. Optimized design of linear cascades for turbomachinery applications. J Braz. Soc. Mech. Sci. Eng. 38, 813–825 (2016). https://doi.org/10.1007/s40430-015-0338-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40430-015-0338-0