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Article

Simulation Analysis and Experimental Study on Airfoil Optimization of Low-Velocity Turbine

1
College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China
2
Tianhua College, Shanghai Normal University, Shanghai 201815, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
J. Mar. Sci. Eng. 2024, 12(2), 303; https://doi.org/10.3390/jmse12020303
Submission received: 28 December 2023 / Revised: 3 February 2024 / Accepted: 6 February 2024 / Published: 9 February 2024
(This article belongs to the Special Issue Mathematics and Structural Mechanics in Marine Engineering)

Abstract

By combining computational fluid dynamics (CFD) and surrogate model method (SMM), the relationship between turbine performance and airfoil shape and flow characteristics at low flow rate is revealed. In this paper, the flow velocity tidal energy airfoil model is designed based on the Kriging model, and the original airfoil with a relative thickness of 12% and a relative curvature of 2.5% is obtained. The parameter optimization is carried out by setting the 4th CST equations through the surrogate model; the maximum lift-drag ratio is the optimization goal, the optimization design variable is 10, the maximum number of iterations is 100, and the maximum number of sub-optimization iterations is 200. The results show that the hydrodynamic performance of the airfoil with thinner thickness and more curvature is better, the maximum thickness part is shifted forward by 4.58%, and the lift-drag ratio is improved by 4.03%. The flow field and the efficiency are more stable, which provides an engineering reference for the optimal design of hydraulic turbine airfoils under low flow velocity. It supplements the research on the performance of turbine blades in low velocity.
Keywords: hydraulic turbine; numerical simulation; airfoil optimization; surrogate model; low flow velocity hydraulic turbine; numerical simulation; airfoil optimization; surrogate model; low flow velocity

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MDPI and ACS Style

Shen, C.; Zhang, J.; Ding, C.; Wang, S. Simulation Analysis and Experimental Study on Airfoil Optimization of Low-Velocity Turbine. J. Mar. Sci. Eng. 2024, 12, 303. https://doi.org/10.3390/jmse12020303

AMA Style

Shen C, Zhang J, Ding C, Wang S. Simulation Analysis and Experimental Study on Airfoil Optimization of Low-Velocity Turbine. Journal of Marine Science and Engineering. 2024; 12(2):303. https://doi.org/10.3390/jmse12020303

Chicago/Turabian Style

Shen, Chunyun, Jiahao Zhang, Chenglin Ding, and Shiming Wang. 2024. "Simulation Analysis and Experimental Study on Airfoil Optimization of Low-Velocity Turbine" Journal of Marine Science and Engineering 12, no. 2: 303. https://doi.org/10.3390/jmse12020303

APA Style

Shen, C., Zhang, J., Ding, C., & Wang, S. (2024). Simulation Analysis and Experimental Study on Airfoil Optimization of Low-Velocity Turbine. Journal of Marine Science and Engineering, 12(2), 303. https://doi.org/10.3390/jmse12020303

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