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Sensitivity analysis of heat and mass transfer characteristics during forced‐air cooling process of peaches on different air‐inflow velocities

机译:不同空气流入速度桃子强制冷却过程中热传质特性的敏感性分析

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摘要

Peach is one of the most perishable fruits. During forced‐convection cooling, the heat sources (respiratory and evaporative latent heat) internal to freshly harvested peaches have a remarkable influence on its evaluation of cooling characteristics with respect to various cooling strategies. Therefore, to improve the accuracy of simulation results in peaches cooling, the term of heat source was coded as detailed procedures and included into a computational fluid dynamics (CFD) model. By comparing the temperature simulated with and without considering these heat sources, it is found that a reasonable decrease in variations of cooling performances is obtained with sustained increase in air‐inflow velocities. A maximum discrepancy in peaches volume‐weighted average temperature (∆Tvwa‐max) is mainly concentrated in 0.1–0.3°C when the air‐inflow velocity not exceeds 1.7 m/s, and its corresponded 7/8ths cooling time (SECT) is also prolonged by 1–6 min. This means that, below 1.7 m/s, these heat sources should be added as a term into the heat transfer equations for modifying the mathematical model inside peaches computational domain. Furthermore, the feasibility of this modeling method is confirmed by a great agreement with experiments, and its modified model has a higher accuracy with the decreased RMSE and MAPE values of 6.90%–11.26% and 7.28%–12.95%, respectively.
机译:桃是最易腐的水果之一。在强制对流冷却期间,新鲜收获的桃子内部的热源(呼吸和蒸发潜热)对其对各种冷却策略的冷却特性评估具有显着影响。因此,为了提高仿真的准确性导致桃子冷却,热源术语被编码为详细的程序并包括在计算流体动力学(CFD)模型中。通过比较模拟的温度和不考虑这些热源的温度,发现在空气流入速度持续增加,获得了冷却性能变化的合理降低。桃子体积加权平均温度的最大差异(ΔT当空气流入速度不超过1.7米/秒时,VWA-MAX主要集中在0.1-0.3°C中,并且其对应于7/8的冷却时间(SECT)也延长1-6分钟。这意味着,低于1.7米/秒,这些热源应作为术语添加到传热方程中,用于修改桃子计算域内的数学模型。此外,这种建模方法的可行性通过与实验很大的协议来确认,其改性模型具有更高的准确性,降低的RMSE和MAPE值分别为6.90%-11.26%和7.28%-12.95%。

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