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軸流泵多目標(biāo)優(yōu)化正交試驗(yàn)
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國家自然科學(xué)基金重點(diǎn)項(xiàng)目(51339005)、國家自然科學(xué)基金面上項(xiàng)目(51579080)和安徽省自然科學(xué)基金面上項(xiàng)目(1608085ME119)


Multi-objective Optimization Design and Test of Axial-flow Pump
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    摘要:

    為了整體提高軸流泵的水力優(yōu)化設(shè)計(jì)水平,找出影響軸流泵性能的主要幾何參數(shù),運(yùn)用正交試驗(yàn)方法,以揚(yáng)程、效率、軸功率和壓力脈動作為試驗(yàn)評判指標(biāo),將綜合頻率分析法應(yīng)用到軸流泵多目標(biāo)優(yōu)化設(shè)計(jì)中?;贚9(34)正交表得到了9組方案,研究葉片數(shù)、翼型、輪轂比和葉片與導(dǎo)葉間距離對軸流泵的揚(yáng)程、效率、軸功率和壓力脈動的影響規(guī)律,并通過綜合頻率分析法確定了一組最佳試驗(yàn)方案。結(jié)果表明:該最佳試驗(yàn)方案在設(shè)計(jì)流量下,水流在葉輪及導(dǎo)葉段中的流態(tài)較好,水流流線順暢,分布相對均勻;軸流泵模型在流量和揚(yáng)程滿足改型要求的同時,效率提高了5.7%;軸功率下降了1.21%;壓力脈動系數(shù)降低了11%,驗(yàn)證了綜合頻率分析法在多目標(biāo)正交優(yōu)化中的可行性。

    Abstract:

    The object is to improve the hydraulic performance of the axial-flow pump and find out the main geometric parameters that affect the performance of axial-flow pump. Based on the L9(34) orthogonal experiment, number of blades, airfoil seating angle, hub ratio, the distance between the blade and guide vane were selected as test factors, and each experimental factor corresponded to three levels. Using orthogonal test method, the head, efficiency, shaft power and pressure pulsation were taken as the evaluation indexes. According to the results of intuitive analysis and range analysis, the best experimental scheme was determined by comprehensive frequency analysis. The results showed that hub ratio had the greatest influence on the four test evaluation indexes and the distance between blade and guide vane had the least effect. Under the optimum test plan, the flow regime was better, the whirlpool on the back of guide vane almost disappeared and the streamline on the blade surface distributed evenly. After optimization, the high pressure area of the blade surface disappeared basically, and the pressure distribution was more uniform, and the optimization effect was better. Compared with the original model,the optimized model of axial-flow pump in the flow and head satisfied requirement for module at the same time, under the new design flow, efficiency was increased from 74.33% to 78.59%, which was increased by 5.7%;shaft power was decreased from 20.54kW to 20.29kW, which was fallen by 1.21%;pressure pulsation coefficient absolute value was decreased from 0.344 to 0.310, which was reduced by 11%. Four evaluation indexes were achieved and the optimized model of axial-flow pump had a wide range of efficient area and the feasibility of comprehensive frequency analysis method in multi-objective orthogonal optimization was verified.

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鄭源,孫奧冉,楊春霞,蔣文青,周燦華,陳宇杰.軸流泵多目標(biāo)優(yōu)化正交試驗(yàn)[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2017,48(9):129-136. ZHENG Yuan, SUN Aoran, YANG Chunxia, JIANG Wenqing, ZHOU Canhua, CHEN Yujie. Multi-objective Optimization Design and Test of Axial-flow Pump[J]. Transactions of the Chinese Society for Agricultural Machinery,2017,48(9):129-136.

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  • 收稿日期:2017-03-20
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  • 在線發(fā)布日期: 2017-09-10
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