• CN:11-2187/TH
  • ISSN:0577-6686

›› 2014, Vol. 50 ›› Issue (4): 162-166.

• 论文 • 上一篇    下一篇

基于不完全敏感性方法的低比转速离心叶轮优化研

张人会;郭广强;杨军虎;李仁年;郑凯   

  1. 兰州理工大学能源与动力工程学院
  • 发布日期:2014-02-20

ptimization Research on Low Specific Speed Centrifugal Impeller Based on Incomplete Sensitivities Method

ZHANG Renhui;GUO Guangqiang;YANG Junhu;LI Rennian;ZHENG Kai   

  1. School of Energy and Power Engineering, Lanzhou University of Technology
  • Published:2014-02-20

摘要: 针对传统离心叶轮优化设计方法的不足,提出基于不完全敏感性方法的低比转速离心叶轮的优化方法。该优化方法在求设计目标函数对流道形状控制变量的梯度时,忽略流道形状的变化对流场状态变量的影响,因此在一次优化循环中,只需要进行一次流场计算,避免应用有限差分方法中计算一次梯度矢量时需要多次计算流场,也避免在伴随方法中复杂的伴随方程的推导及求解,计算量大大减少。以低比转速离心叶轮作为研究对象,采用泰勒展开法参数化控制二维叶片形状,将泰勒多项式中的系数视为控制变量,选取作用在叶片上的转矩作为优化目标函数。应用不完全敏感性方法易于计算目标函数对控制变量的梯度,沿梯度矢量的反方向不断更新叶片形状来逐步寻优,最终找到目标函数值最小时的最优设计,算例计算结果表明,提出的不完全敏感性方法应用于低比转速离心叶轮优化是可行的。

关键词: 离心叶轮;参数化;不完全敏感性;优化设计

Abstract: According to the limitation of the traditional optimization design method for centrifugal impeller, the optimization method for low specific speed centrifugal pump impeller based on incomplete sensitivities is proposed. In this method, the affection of the control parameters perturbation on the flow state variation can be neglected while calculating the gradient of the design objective function with the control variable of the impeller passages shape. So the flow filed only need to be simulated once in one optimization cycle, it avoids the calculation of the flow field repeatedly in finite difference method. It also avoids deducing and solving the adjoint equation in adjoint method. Therefore, the calculation cost is greatly reduced. The calculation case is the low specific speed centrifugal impellers; the two dimensional blade is parameterized by Taylor expansion. The coefficients in the Taylor function are taken as the control variable. The moment acting on the blade are considered as the objective function. Using the incomplete sensitivities method the gradient of the objective function with respect to the control variable can be evaluated easily, and the blade shape can be renewed according to the inverse direction of the gradient vectors. The optimum design of impeller can be achieved while the objective function is minimized. The calculation case results show that the proposed incomplete sensitivities theory for the optimization of low specific speed centrifugal impeller is rational.

Key words: centrifugal impeller;parameterization;incomplete sensitivities;optimum design

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