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IMPROVEMENT IN EFFICIENCY AND STALL MARGIN OF CENTRIFUGAL BLOWER IMPELLER BY MULTI-OBJECTIVE OPTIMIZATION

机译:多目标优化提高离心风机叶轮的效率和失速

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We investigated a multi-objective optimization technique that can control a trade-off relationship between the efficiency and the stall margin of two-dimensional impellers using only a calculation result at the design flow rate. The suction flow coefficient at the design flow rate of the impeller we designed was 0.04. We used a multi-objective genetic algorithm and three-dimensional steady Reynolds Averaged Navier-Stokes (RANS) simulation with a blade-to-blade passage in the optimization. To determine a flow field index that can evaluate the stall margin of an impeller, the inner flows of two impellers were investigated. Results showed that the throat deceleration ratio correlates with the inception flow rate of the flow separation that occurs on the blade suction surface in the shroud side near the throat surface. Here, the throat deceleration ratio means a ratio of the relative velocity at the inlet to that at the throat surface in the shroud side of the impeller. We selected the adiabatic efficiency and the throat deceleration ratio at the design flow rate as the objective functions and performed an optimization. A 1.8% improvement in the efficiency and a 5% improvement in the stall margin were demonstrated in the optimized impeller from the detailed calculations. Moreover, it was found that an additional objective function was required to control the flow separation caused by the excessive increase of the blade loading in the rear part of the impeller.
机译:我们调查了一种多目标优化技术,可以使用仅在设计流速下仅使用计算结果来控制二维叶轮的效率和失速余量之间的权衡关系。我们设计的叶轮的设计流速的抽吸流量系数为0.04。我们使用多目标遗传算法和三维稳态雷诺平均Navier-Stokes(RANS)模拟,并在优化中具有刀片到刀片通道。为了确定可以评估叶轮的失速裕度的流场指数,研究了两个叶轮的内部流动。结果表明,咽喉减速比与在喉部附近的护罩侧的叶片抽吸表面上发生的流动分离的初始流速相关。这里,咽喉减速比是指入口处的相对速度与叶轮侧的护罩侧的喉部的相对速度的比率。我们选择了设计流量的绝热效率和咽喉减速比作为目标函数并进行了优化。优化叶轮的效率提高1.8%,在优化的叶轮中,从详细的计算中证明了失速余量的5%。此外,发现需要额外的目标函数来控制由叶轮的后部的叶片装载的过度增加引起的流动分离。

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