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A general heat transfer correlation for flow condensation in single port mini and macro channels using genetic programming
International Journal of Refrigeration ( IF 3.9 ) Pub Date : 2020-06-25 , DOI: 10.1016/j.ijrefrig.2020.06.021
S.H. Hosseini , M.A. Moradkhani , M. Valizadeh , Alireza Zendehboudi , M. Olazar

A new general explicit correlation is proposed to predict the heat transfer coefficient of fluids condensing in conventional and mini channels. The expression has been developed by correlating the Numix number with Remix, Prmix, phase density ratio, Pres, WeGT, and FrL using genetic programming for the two-phase flow. The model has been validated with a big dataset consisting of 6521 data samples, covering a wide range of fluids used in refrigeration and heat pump industries, cross-sectional geometries (different diameters), mass fluxes, and saturation temperatures. The new generalized correlation fits the wide range of data points used with an average relative error of 17.82 %. The same database has been used to compare predictions of eight correlations available in the literature, but they failed to give a reasonable estimation of the present experimental results.



中文翻译:

使用遗传程序设计的单端口微型通道和宏通道中流动冷凝的一般传热相关性

提出了一种新的一般显式相关性,以预测在常规通道和微型通道中冷凝的流体的传热系数。通过将Nu混合数与Re混合,Pr混合,相密度比,P res,We GT和Fr L相关联来开发表达式。使用遗传程序设计两相流。该模型已通过包含6521个数据样本的大型数据集进行了验证,涵盖了制冷和热泵行业中使用的各种流体,横截面几何形状(不同直径),质量通量和饱和温度。新的广义相关性适合使用的数据点范围广泛,平均相对误差为17.82%。相同的数据库已被用于比较文献中可用的八种相关性的预测,但是它们未能给出当前实验结果的合理估计。

更新日期:2020-06-25
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