通过优化扩散器设计提高涡壳离心泵效率并减少压力脉动

IF 8.9 2区 工程技术 Q1 ENERGY & FUELS Journal of energy storage Pub Date : 2024-10-16 DOI:10.1016/j.est.2024.114184
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引用次数: 0

摘要

为研究扩散器叶片载荷分布参数对涡壳离心泵效率和压力脉动的影响,采用逆向设计方法设计了扩散器形状,并提出了基于拉丁超立方体采样、人工神经网络和非支配排序遗传算法-II相结合的扩散器叶片载荷分布优化方法。利用剪应力传输 k-ω 湍流模型求解三维雷诺平均纳维-斯托克斯方程,进行了稳定和非稳定模拟。皮尔逊相关分析结果表明,护罩和轮毂载荷分布曲线的斜率值 Ks 和 Kh 对泵扬程和效率的影响最大。与原始模型相比,优化后的涡壳离心泵在设计工况下的效率和扬程分别提高了 3.8% 和 3.5%。优化后的涡壳离心泵有效缓解了无阀区的压力脉动强度。在叶轮出口的监测点 M1 和 M2,三倍扩散器叶片频率(3fDIF)下的压力脉动系数分别降低了 58.5% 和 43.8%。叶轮叶片通过频率(fBPF)下的压力脉动系数在扩散器入口的监测点 M3 和 M4 分别降低了 6.5% 和 14.4%。结果表明,优化后的扩散器提高了涡壳离心泵的整体性能,证明了优化方法的可行性。
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Efficiency improvement and pressure pulsation reduction of volute centrifugal pump through diffuser design optimization
To investigate the effects of load distribution parameters of the diffuser vanes on the efficiency and pressure pulsation of the volute centrifugal pump, the diffuser shape was designed using an inverse design method, and an optimization method was proposed for the diffuser blade load distribution based on the combination of Latin hypercubic sampling, artificial neural network, and non-dominated sorting genetic algorithm-II. Steady and unsteady simulations were performed by solving the three-dimensional Reynolds-averaged Navier–Stokes equations using the shear stress transport kω turbulence model. The results obtained from Pearson correlation analysis revealed that the slope values Ks and Kh of the shroud and hub load distribution curves had the most significant effect on the pump head and efficiency. Compared with those of the original model, the efficiency and head of the optimized volute centrifugal pump under the design conditions increased by 3.8 and 3.5 %, respectively. The pressure pulsation intensities in the vaneless regions were effectively mitigated for the optimized volute centrifugal pump. The pressure pulsation coefficients at three times the diffuser vane frequency (3fDIF) reduced by 58.5 and 43.8 % at monitoring points M1 and M2, in the impeller outlet, respectively. The pressure pulsation coefficients at the impeller blade passing frequency (fBPF) reduced by 6.5 and 14.4 % at monitoring points M3 and M4 in the diffuser inlet, respectively. The results showed that the optimized diffuser improved the overall performance of the volute centrifugal pump, and demonstrated the feasibility of the optimization method.
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来源期刊
Journal of energy storage
Journal of energy storage Energy-Renewable Energy, Sustainability and the Environment
CiteScore
11.80
自引率
24.50%
发文量
2262
审稿时长
69 days
期刊介绍: Journal of energy storage focusses on all aspects of energy storage, in particular systems integration, electric grid integration, modelling and analysis, novel energy storage technologies, sizing and management strategies, business models for operation of storage systems and energy storage developments worldwide.
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