用遗传算法增强波能系统的流控二极管性能

Emeel Kerikous, Doddamani Hithaish, Abdus Samad, S. Hoerner, Dominique Thévenin
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引用次数: 0

摘要

振荡水柱(OWC)是一种被广泛研究的波浪能转换器,它从海浪的运动中产生气动动力,可以使用一对涡轮机收集,而不需要额外的设备。然而,其效率受到流动阻塞不良的影响。研究人员提出了一种流体二极管(FD)来改善流动阻塞。它的性能是用逆压降与正流压降之比来表示的。较高的阻力在反向路径表示增强流动阻塞,而较低的阻力在正向流动最小化功率损失在涡轮入口。本文采用ANSYS-Fluent 16.1软件对三维非定常reynolds - average Navier - Stokes方程进行数值模拟,模拟FD内部的流动特性。通过改变FD的5个几何参数,得到FD的最佳形状,使其正向压降较低,反向压降较高。通过遗传算法获得最优形状,与基本模型相比,性能提高了12%。本文对基本模型和优化模型进行了详细的流体流动和性能分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Enhancement of Fluidic Diode for a Wave Energy System through Genetic Algorithm
The oscillating water column (OWC) is an extensively studied wave energy converter that produces pneumatic power from the motion of the sea waves, which can be harvested using a pair of turbines without additional devices. However, its efficiency is hampered by poor flow blockage. Researchers have proposed a fluidic diode (FD) to improve flow blockage. Its performance is given by diodicity, which is the ratio of pressure drop in reverse to forward flow. A higher resistance in the reverse path signifies enhanced flow blockage, while a lower resistance in the forward flow minimises power loss at the turbine entry. In the present study, the numerical investigation was performed by solving three-dimensional unsteady Reynolds-Averaged Navier Stokes equations using ANSYS-Fluent 16.1 to simulate the flow behaviour inside the FD. Five geometrical parameters for FD were varied to obtain its optimal shape leading to a lower pressure drop in the forward direction and higher in reverse. The optimal shape was obtained through the genetic algorithm, showing a 12% improvement in performance compared to the base model. Detailed fluid flow and performance analysis of both base and optimum models are presented in this article.
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