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电动汽车驱动
★ 4.0
考虑转子-导管相互作用的潮流导管式水轮机设计与性能分析
Design and performance analysis of a tidal ducted turbine considering rotor-duct interaction
| 作者 | Yunlei Meiabc1 · Fengmei Jing · Xinru Wang · Bin Guo · Song Wang · Qiang Lu |
| 期刊 | Energy Conversion and Management |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 332 卷 |
| 技术分类 | 电动汽车驱动 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | A multi-objective optimization method for tidal ducted turbine is established. |
语言:
中文摘要
本文通过将计算流体动力学(CFD)与响应面方法(RSM)及NSGA-II算法相结合,构建了一种导管式水轮机的多目标优化设计方法。优化目标为实现最大功率系数。设计变量包括导管倾角、导管长度、叶尖间隙以及转子轴向位置。首先,建立了导管式水轮机的数值模拟模型,并利用拖曳水池实验数据对其进行了验证。其次,采用响应面方法建立了导管结构设计变量与优化目标之间的回归方程。最后,运用NSGA-II算法对目标进行优化,并分析了导管式水轮机的水动特性与流场特征。结果表明,导管式水轮机的最大功率系数(C<sub>P</sub>)达到0.791,较开放式水轮机提升了104.9%。此外,导管式水轮机尾流的动能较低,其近场尾流速度亏损比开放式水轮机高44.05%。由于导管脱落涡与叶片叶尖涡之间的相互作用,导管式水轮机尾流的扩散范围更广,且尾流恢复速度更快。在下游7D处,其尾流恢复程度与开放式水轮机基本一致。最后,导管改变了叶片的工作状态。未来可基于导管内部径向流动分布对叶片进行优化设计,从而进一步提升输出功率。
English Abstract
Abstract This paper constructs a multi-objective optimization design method for ducted turbines by combining Computational Fluid Dynamics with Response Surface Methodology and NSGA-II algorithm. The optimization objectives is to achieve the maximum power coefficient . The design variables include the duct angle, duct length, tip clearance, and rotor axial position. Firstly, a simulation model of the ducted turbine was established and validated through experimental data from a towing tank. Secondly, a regression equation between the duct structure design variables and the optimization objectives was constructed using response surface methodology. Finally, the NSGA-II algorithm was employed to optimize the objectives, and the hydrodynamic and flow field characteristics of the ducted turbine were analyzed. The results indicate that the maximum C P value of the ducted turbine reached 0.791, representing a 104.9% increase compared to the open turbine. In addition, the kinetic energy of the wake of the ducted turbine is lower, and its near-field wake velocity deficit is 44.05% higher than that of the open turbine. Due to the interaction between the duct-shedding vortex and the blade tip vortex, the diffusion range of the ducted turbine wake is broader, and the wake recovery is faster. At the downstream 7D, the degree of wake recovery is basically consistent with that of the open turbine. Finally, the duct alters the operating conditions of the blades. In the future, the blades can be optimized based on the radial flow distribution within the duct, which will further enhance the output power.
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SunView 深度解读
该导管式潮流涡轮机的多目标优化设计方法对阳光电源EV驱动系统具有重要借鉴价值。其CFD仿真与响应面法结合NSGA-II算法的优化框架,可应用于电机冷却风道设计,通过优化定转子间隙、风道角度等参数提升散热效率。研究中转子-导管交互作用的流场分析方法,可指导永磁同步电机的气隙磁场优化。尾流特性分析对电驱动系统热管理具有启发意义,有助于提升SG系列逆变器和充电桩功率密度。该多物理场耦合优化思路可拓展至SiC器件散热结构设计,进一步提升功率器件可靠性。