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首页> 外文期刊>Proceedings of the Institution of Mechanical Engineers >A study on numerical optimization and performance verification of multiphase pump for offshore plant
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A study on numerical optimization and performance verification of multiphase pump for offshore plant

机译:海上电厂多相泵数值优化与性能验证的研究

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摘要

Multiphase pumps are core equipment for offshore plant industry. They are utilized in diverse areas. According to a report about the tendency of multiphase pumps for offshore plant, a helico-axial pump is the most preferred. A helico-axial pump with advanced technologies is widely known to have large handling capacity and operability even at high GVF ranges. However, its disadvantage is that its mechanical efficiency is lower than other multiphase pumps. Because of this, a numerical optimization was performed in this study to enhance the hydraulic performance of multiphase pumps. Before numerical optimization, reliability verification of numerical analysis for single-phase and multiphase flow was carried out. To perform a single objective optimization for high efficiency, design variables and ranges were selected. The single objective optimization was conducted for both impeller and diffuser. The objective function was evaluated at design points using Latin-hypercube sampling, one experiment technique, in design ranges. The performance of the experiment sets was evaluated using advanced computational fluid dynamics. After that, the response surface of a second-order polynomial function which was produced based on the performance evaluation results was used to find the optimal point. The results showed remarkable increases in a higher performance level than the base model. The reason for performance improvement was analyzed through comparison of the internal flow field. Additionally, numerical results were compared to results of performance evaluation through experiment.
机译:多相泵是海上工厂行业的核心设备。它们被用于不同的领域。根据关于用于海上工厂的多相泵的趋势的报告,螺旋轴泵是最优选的。众所周知,具有先进技术的螺旋轴泵即使在高GVF范围内也具有较大的处理能力和可操作性。但是,其缺点是其机械效率低于其他多相泵。因此,在这项研究中进行了数值优化,以增强多相泵的水力性能。在数值优化之前,进行了单相和多相流数值分析的可靠性验证。为了实现高效率的单一目标优化,选择了设计变量和范围。对叶轮和扩压器均进行了单目标优化。在设计范围内使用一种实验技术Latin-Hypercube采样在设计点评估了目标函数。实验集的性能使用先进的计算流体动力学进行了评估。此后,根据性能评估结果生成的二阶多项式函数的响应面用于找到最佳点。结果表明,与基本模型相比,更高的性能水平有了显着提高。通过比较内部流场分析了性能提高的原因。另外,通过实验将数值结果与性能评估结果进行了比较。

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