首页> 外文会议>ASME Fluids Engineering Division summer meeting >INVESTIGATION ON PARAMETRIC DESIGN OF CENTRIFUGAL PUMP IMPELLER AND ITS OPTIMIZATION WITH RESPONSE SURFACE METHOD
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INVESTIGATION ON PARAMETRIC DESIGN OF CENTRIFUGAL PUMP IMPELLER AND ITS OPTIMIZATION WITH RESPONSE SURFACE METHOD

机译:离心泵叶轮的参数设计研究及响应面法优化

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摘要

The critical issues of the optimization design of centrifugal pump are introduced in detail, and the main obstacle is the complicated implicit relation between the pump hydraulic performance and its interior passage geometry shape. The parametric design methods of centrifugal impeller proposed previously are introduced, which include the method based on NURBS surface, the method based on free-form deformation (FFD) and the method based on partial differential equation (PDE). To reduce the computational cost, the partial differential equation method is used to parametric design of the centrifugal impeller, and the boundary condition was parameterized. The parameters a(u,v) are consider as constant. The response surface methodology (RSM) is proposed to optimize the design of pump impeller. The objective function can be approximated based on trial results. Analyze the response surface model, and we find that the 2nd order polynomial cannot be used to simulate the complicated relation between the design object and the control variables. So the partial differential equations were proposed to construct the hypersurface response of objective function. The boundary-value problem of hyperspace is numerically solved. According to the optimization analysis, we can get the optimum design of pump impeller. The calculation case shows that the proposed theory and method are rational.
机译:详细介绍了离心泵优化设计的关键问题,主要障碍是泵的水力性能与其内部通道的几何形状之间存在复杂的隐式关系。介绍了先前提出的离心叶轮的参数化设计方法,包括基于NURBS曲面的方法,基于自由变形的方法(FFD)和基于偏微分方程(PDE)的方法。为了降低计算量,采用偏微分方程方法对离心叶轮进行参数化设计,并对边界条件进行参数化。参数a(u,v)被认为是常数。提出了响应面方法(RSM)来优化泵叶轮的设计。可以基于试验结果来近似目标函数。分析响应面模型,发现二阶多项式不能用来模拟设计对象和控制变量之间的复杂关系。因此,提出了偏微分方程来构造目标函数的超曲面响应。用数值方法解决了超空间的边值问题。根据优化分析,可以得到泵叶轮的优化设计。计算实例表明,所提出的理论和方法是合理的。

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