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基于響應(yīng)面法的旋流泵優(yōu)化設(shè)計(jì)
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國家自然科學(xué)基金資助項(xiàng)目(51109094);江蘇高校優(yōu)勢學(xué)科建設(shè)工程資助項(xiàng)目(蘇財(cái)教[2011]8號)


Optimization for Vortex Pump Based on Response Surface Method
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    摘要:

    以旋流泵最高效率,、高效區(qū)范圍及在小流量區(qū)的揚(yáng)程—流量曲線穩(wěn)定性為目標(biāo)函數(shù),先采用Plackett—Burman試驗(yàn)設(shè)計(jì)篩選結(jié)構(gòu)參數(shù),并根據(jù)結(jié)構(gòu)參數(shù)對目標(biāo)函數(shù)的影響將其劃分為3個(gè)等級:顯著因素,、次顯著因素和非顯著因素,;再由中心復(fù)合設(shè)計(jì)和Box-Behnken設(shè)計(jì)及響應(yīng)面分析確定各級結(jié)構(gòu)參數(shù)的最優(yōu)設(shè)計(jì)點(diǎn),。該方法以CFD計(jì)算結(jié)果為基礎(chǔ),,構(gòu)造旋流泵的結(jié)構(gòu)參數(shù)與多目標(biāo)函數(shù)的響應(yīng)面近似模型,,分析了結(jié)構(gòu)參數(shù)間的交互效應(yīng),。對最優(yōu)設(shè)計(jì)點(diǎn)的泵進(jìn)行了試驗(yàn)研究,,試驗(yàn)結(jié)果與CFD計(jì)算值吻合,在設(shè)計(jì)工況下效率的相對誤差為4.89%,,且較優(yōu)化前的模型在性能上有明顯改善,,表明基于試驗(yàn)設(shè)計(jì)和響應(yīng)面法可用于旋流泵的優(yōu)化設(shè)計(jì)。

    Abstract:

    The optimization method of vortex pump design was established based on experimental design theory and the response surface approximation. Taking the maximum efficient, high effective area and stability of head-flow curves in the small flow region as the objective functions, the structural parameters of model pump were screened by Plackett—Burman experimental design method. The selected parameters were divided into three levels: significant factor, the second significant factor and non-significant factors, according to their influences on objective functions. Finally, the optimal design points for each level of structural parameters were determined by central composite design, Box-Behnken design and the response surface analysis method. Based on the computational fluid dynamics (CFD) results, the response surface approximation model for the pump structural parameters and multi-objective function were built to analyze the interaction between the effects of structural parameters. Furthermore, experimental research was done for the pump at the optimum working point. It was found that experimental results correspond well with the response surface approximation, with a relative efficiency deviation of 4.89%. The optimized pump improved significantly in performance than before. Thus, it is concluded that the response surface optimization design method based on experimental design theory can be used to optimize the design of vortex pump.

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王春林,彭海菠,丁劍,趙斌娟,賈飛.基于響應(yīng)面法的旋流泵優(yōu)化設(shè)計(jì)[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2013,44(5):59-65. Wang Chunlin, Peng Haibo, Ding Jian, Zhao Binjuan, Jia Fei. Optimization for Vortex Pump Based on Response Surface Method[J]. Transactions of the Chinese Society for Agricultural Machinery,2013,44(5):59-65.

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  • 在線發(fā)布日期: 2013-04-28
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