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Moisture ratio prediction in drying process of agricultural products: a new correlation model.

机译:农产品干燥过程中水分比的预测:一种新的相关模型。

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摘要

In this study, a new prediction model for fluidized bed drying is proposed. This correlation model has been developed by using Rayleigh dimensional analysis method. To obtain experimental results, a fluidized bed drying set-up was constructed and used in batch conditions. The prediction performance of the proposed model has been tested by using some agricultural products such as corn, bean, and chickpea. A good agreement is observed between the experimental and the model results. Correlation coefficient (R2) and root mean square error (RMSE) values were obtained as acceptable. In addition, another fluidized bed drying data were collected from the literature and used for showing the prediction performance of the model. Comparative evaluation results show that the proposed model can be used in prediction of moisture ratio (MR) for agricultural products. The absence of a general model for MR prediction in literature makes the proposed model valuable.
机译:在这项研究中,提出了一种新的流化床干燥预测模型。该关联模型是通过使用瑞利维分析方法开发的。为了获得实验结果,构建了流化床干燥装置,并在间歇条件下使用。该模型的预测性能已通过使用一些农产品(例如玉米,豆类和鹰嘴豆)进行了测试。实验结果和模型结果之间观察到很好的一致性。获得的相关系数(R 2 )和均方根误差(RMSE)值均可接受。此外,从文献中收集了另一种流化床干燥数据,并用于显示模型的预测性能。对比评估结果表明,该模型可用于预测农产品的含水率。文献中缺少用于MR预测的通用模型,使所提出的模型有价值。

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