References
[1] Yang, W., Wu, Y. and Liu, S. “An optimization method on runner blades in bulb turbine based on CFD analysis”, Sci. China Technol. Sci., 54(2), pp. 338–344 (2011).
[2] Patel, V. A., Jain, S. V., Motwani, K. H., et al. “Numerical optimization of guide vanes and reducer in pump running in turbine mode”, Procedia Eng., 51, pp. 797–802 (2013).
[3] Ge, X., Feng, Y., Zhou, Y., et al. “Optimization study of shaft tubular turbine in a bidirectional tidal power station”, Adv. Mech. Eng., (2013).
[4] Amano, R. S. and Abbas, A. “Optimization of intake and draft tubes of a Kaplan micro hydro-turbine”, in 15th International Energy Conversion Engineering Conference, Atlanta, GA, (2017).
[5] Ameen, A., Ibrahim, Z., Othman, F., et al. “Water flow stabilization using submerged weir for draft-tube reaction hydraulic turbine”, Sci. Iran., 27(1), pp. 159–176 (2020).
[6] Chakrabarty, S., Sarkar, B. K. and Maity, S. “CFD analysis of the hydraulic turbine draft tube to improve system efficiency”, MATEC Web Conf., 40, (2016).
[7] Mulu, B. G., Cervantes, M. J., Devals, C., et al. “Simulation-based investigation of unsteady flow in near-hub region of a Kaplan turbine with experimental comparison”, Eng. Appl. Comput. Fluid Mech., 9(1), pp. 139–156 (2015).
[8] Wang, W., Zhang, L., Yan, Y., et al. “Large-eddy simulation of turbulent flow considering inflow wakes in a Francis turbine blade passage”, J. Hydrodyn. Ser B, 19(2), pp. 201–209 (2007).
[9] Sutikno, P. and Adam, I. K. “Design, simulation and experimental of the very low head turbine with minimum pressure and free vortex criterions”, Int. J. Mech. Mech. Eng., 11(1), pp. 9–16 (2011).
[10] Cheng, Y., Lien, F. S., Yee, E., et al. “A comparison of large Eddy simulations with a standard k–ε Reynolds-averaged Navier–Stokes model for the prediction of a fully developed turbulent flow over a matrix of cubes”, J. Wind Eng. Ind. Aerodyn., 91(11), pp. 1301–1328 (2003).
[11] Su, W. T., Li, F. C., Li, X. B., et al. “Assessment of Les performance in simulating complex 3D flows in Turbo-Machines”, Eng. Appl. Comput. Fluid Mech., 6(3), pp. 356–365 (2012).
[12] Gupta, M. K. and Subbarao, P. M. V. “Development of a semi-analytical model to select a suitable airfoil section for blades of horizontal axis hydrokinetic turbine”, Energy Rep., 6, pp. 32–37 (2020).
[13] Langroudi, A. T., Afifi, F. Z., Nobari, A. H., et al. “Modeling and numerical investigation on multi-objective design improvement of a novel cross-flow lift-based turbine for in-pipe hydro energy harvesting applications”, Energy Convers. Manag., 203, pp. 1-15 (2020).
[14] Tingting, Y. and Yuan, Z. “Finite element analysis of stress, deformation and modal of head cover in axial-flow hydro-turbine”, J. Drain. Irrig. Mach. Eng., 38(1), pp. 39–44 (2020).
[15] Kolekar, N. and Banerjee, A. “A coupled hydro-structural design optimization for hydrokinetic turbines”, J. Renew. Sustain. Energy, 5, pp. 1-22 (2013).
[16] Mastrogiannakis, I. and Vosniakos, G. C. “Exploring structural design of the francis hydro-turbine blades using composite materials”, Facta Univ. Ser. Mech. Eng., 18(1), pp. 43-55 (2020).
[17] Bahrami, S., Tribes, C., Fellenberg, S., et al. “Multi-fidelity design optimization of Francis turbine runner blades”, IOP Conf. Ser. Earth Environ. Sci., 22, pp. 1-10 (2014).
[18] Mohammadi, M., Riasi, A. and Rezghi, A. “Design and performance optimization of a very low head turbine with high pitch angle based on two-dimensional optimization”, J. Braz. Soc. Mech. Sci. Eng., 42 (9), pp. 1-18 (2020).
[19] Lyutov, A. E., Chirkov, D. V., Skorospelov, V. A., et al. “Coupled multipoint shape optimization of runner and draft tube of hydraulic turbines”, J. Fluids Eng., 137(11), pp. 1-11 (2015).
[20] Lazari, A. and Cattanei, A. “Design of off-statistics axial-flow fans by means of vortex law optimization”, J. Therm. Sci., 23(6), pp. 505–515 (2014).
[21] Juraeva, M., Ryu, K. J. and Song, D. J. “Optimum design of a saw-tooth-shaped dental air-turbine using design of experiment”, Int. J. Precis. Eng. Manuf., 15(2), pp. 227–234 (2014).
[22] Halder, P., Rhee, S. H. and Samad, A. “Numerical optimization of Wells turbine for wave energy extraction”, Int. J. Nav. Archit. Ocean Eng., 9, pp. 11–24 (2017).
[23] Chen, N., Zhang, H., Huang, W., et al. “Study on aerodynamic design optimization of turbomachinery blades”, J. Therm. Sci., 14(4), pp. 298–304 (2005).
[24] Castilho, L., Camacho, R. G. R. and Silva, E. R. “Optimized design of linear cascades for turbomachinery applications”, J. Braz. Soc. Mech. Sci. Eng., 38, pp. 813–825 (2016).
[25] Wang, W., Pei, J., Yuan, S., et al. “Application of different surrogate models on the optimization of centrifugal pump”, J. Mech. Sci. Technol., 30(2), pp. 567–574 (2016).
[26] Lu, H., Li, Q. and Pan, T. “Optimization strategy for an axial-flow compressor using a region-segmentation combining surrogate model”, J. Aerosp. Eng., 31(5), (2018).
[27] Giorgetti, S., Coppitters, D., Contino, F., et al. “Surrogate-assisted modeling and robust optimization of a micro gas turbine plant with carbon capture”, in Turbomachinery Technical Conference and Exposition, Arizona, USA, (2019).
[28] Liu, L., Zhu, B., Bai, L., et al. “Parametric design of an ultrahigh-head pump-turbine runner based on multiobjective optimization”, Energies, 10, pp. 1-16 (2017).
[29] Round, G. F. “Incompressible flow turbomachines”, Oxford, UK: Elsevier, 2004.
[30] Altimemy, M., Attiya, B., Daskiran, C., et al. “Mitigation of flow-induced pressure fluctuations in a Francis turbine operating at the design and partial load regimes-LES simulations”, Int. J. Heat Fluid Flow, 79, pp. 1-11 (2019).
[31] Ramos, H. M., Simão, M. and Borga, A. “Experiments and CFD analyses for a new reaction microhydro propeller with five blades”, J. Energy Eng., 139(2), pp. 109–117 (2013).
[32] Gholami, A., Bonakdari, H., Akhtari, A. A., et al. “A combination of computational fluid dynamics, artificial neural network and support vectors machines model to predict flow variables in curved channel”, Sci. Iran., 26(2), pp. 726–741 (2019).
[33] Hosseini, F. M. M., Ebadi, T., Eslami, A., et al. “Investigation into geotechnical properties of clayey soils contaminated with gasoil using Response Surface Methodology (RSM)”, Sci. Iran., 26(3), pp. 1122–1134 (2019).
[34] Kurtuluş, E., Yıldız, A. R., Sait, S. M., et al. “A novel hybrid Harris hawks-simulated annealing algorithm and RBF-based metamodel for design optimization of highway guardrails”, Mater. Test., 62 (3), pp. 251–260 (2020).
[35] Wansaseub, K., Sleesongsom, S., Panagant, N., et al. “Surrogate-assisted reliability optimisation of an aircraft wing with static and dynamic aeroelastic constraints”, Int. J. Aeronaut. Space Sci., 21, pp. 723-732 (2020).
[36] Reza, Z. “Dissipation and eddy mixing associated with flow past an underwater turbine”, Master Thesis, Florida Atlantic university, USA (2010).
[37] Ferro, L. M. C., Gato, L. M. C. and Falcão, A. F. O. “Design of the rotor blades of a mini hydraulic bulb-turbine”, Renew. Energy, 36(9), pp. 2395–2403 (2011).
[38] Pholdee, N. “Performance enhancement of evolutionary optimisation using hybridsation concepts”, Ph.D. thesis, Khon Kaen university, Thailand (2013).
[39] Singh, P. and Nestmann, F. “Experimental investigation of the influence of blade height and blade number on the performance of low head axial flow turbines”, Renew. Energy, 36, pp. 272–281 (2011).
[40] McKay, M. D., Beckman, R. J. and Conover, W. J. “A comparison of three methods for selecting values of input variables in the analysis of output from a computer code”, Technometrics, 21(2), pp. 239–245 (1979).
[41] Kim, J. H., Choi, J.H. and Kim, K.Y. “Surrogate modeling for optimization of a centrifugal compressor impeller”, Int. J. Fluid Mach. Syst., 3(1), pp. 29–38 (2010).
[42] Karaboga, D. and Basturk, B. “On the performance of artificial bee colony (ABC) algorithm,” Appl. Soft Comput., 8(1), pp. 687–697 (2008).
[43] Socha, K. and Dorigo, M. “Ant colony optimization for continuous domains”, Eur. J. Oper. Res., 185(3), pp. 1155–1173 (2008).
[44] Storn, R. and Price, K. “Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces”, J. Glob. Optim., 11(4), pp. 341–359 (1997).
[45] Merchaoui, M., Sakly, A. and Mimouni, M. F. “Particle swarm optimisation with adaptive mutation strategy for photovoltaic solar cell/module parameter extraction”, Energy Convers. Manag., 175, pp. 151–163 (2018).
[46] Mirjalili, S., Mirjalili, S. M. and Lewis, A. “Grey Wolf Optimizer”, Adv. Eng. Softw., 69, pp. 46–61 (2014).
[47] Mirjalili, S. “Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm”, Knowl.-Based Syst., 89, pp. 228–249 (2015).