• CN:11-2187/TH
  • ISSN:0577-6686

›› 2013, Vol. 49 ›› Issue (10): 170-177.

• 论文 • 上一篇    下一篇

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基于响应面法的消防泵S型叶片改进优化设计

王春林;彭海菠;丁剑;刘栋   

  1. 江苏大学能源与动力工程学院
  • 发布日期:2013-05-20

Optimization for S-type Blade of Fire Pump Based on Response Surface Method

WANG Chunlin PENG Haibo DING Jian LIU Dong   

  1. School of Energy and Power Engineering, Jiangsu University
  • Published:2013-05-20

摘要: 建立基于试验设计理论和响应面近似的S型叶片消防泵优化设计方法。定义最高效率、高效区范围及扬程在小流量区的稳定性为目标函数。以单级单吸离心泵MY56-50为初始模型,使用Bezier参数曲线拟合叶型曲面,得到叶片型线参数化模型。该方法以计算流体力学(Computational fluid dynamics, CFD)的计算结果为基础,对9个叶片型线控制参数,共进行39次试验,即先进行9次单因素试验设计筛选出对目标影响显著的叶片型线控制参数,再由中心复合设计(Central composite design, CCD)所得的30次试验及响应面分析确定筛选参数的最优设计点。根据结果构造S型叶片型线控制参数与多目标函数的响应面近似模型,分析参数间的交互效应。对最优设计点的泵进行试验研究,CFD计算值与响应面近似值吻合,且较MY56-50模型泵在性能上有很大提高,扬程的稳定性高,完全达到消防泵的工况标准,表明基于试验设计和响应面的优化设计方法可用于S型叶片消防泵的优化设计。

关键词: S型叶片 消防泵, 响应面法, 优化设计, 中心复合设计

Abstract: The design optimization method for variable curvature blade of fire pump is established, based on experimental design theory and response surface approximation. The objective functions are defined as the maximum efficient, high effective area and stability of head-flow curve in the small flow region. Through taking a single-stage single suction centrifugal pump MY56-50 as the initial model and by using Bezier parameter curve fitting blade surfaces, the model of blade profile parameters are gotten. First a significant impact on the blade profile parameters are filtered out by single factor experimental design, and then the filter parameters of the optimal design point are analyzed and determined by the central composite design and response surface methodology. According the results by computational fluid dynamics(CFD) calculated, the variable curvature blade profile control parameters and objective function response surface approximation model are constructed, and the interaction effects between the parameters are analyzed. Experimental study on the optimal design point of the pump, CFD calculated values are consistent with the approximation of the response surface, and the new pump than the pump of MY56-50 have greatly improved in performance. It indicated that the optimal design method based on the experimental design and response surface can be used for optimized the design of variable curvature blade of fire pump.

Key words: Central composite design, Variable curvature blade Fire pump Optimal design Response surface methodology

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