Comprehensive study on potato drying in convective air dryer: experimental observations, mathematical modeling, and model validation

IF 3.6
Md. Azmain Al Faik , Mukta Roy , Md. Shofiul Azam , Raju Ahmmed , Md. Mozammel Hoque , Md. Mohibul Alam
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Abstract

We studied the drying kinetics of sliced potatoes (Solanum tuberosum) using a tray dryer. An experiment was conducted on how the drying rate was impacted by air temperature, sample thickness, and air velocity. The study was conducted under varying temperature ranges (50°C, 60°C, and 70°C), air velocities (0.6 ms−1, 0.7 m s−1, and 0.8 m s−1), and potato slice thickness (2 mm, 4 mm, and 6 mm). The findings revealed that a higher air temperature was correlated with an increase in the drying rate, while thicker layers demonstrated a decrease in the drying rate. We further evaluated five mathematical models, with the Page Model emerging as the most suitable based on the lowest residual standard error (RSE) and Akaike's Information Criteria (AIC), which are 0.06421 and -1123.947, respectively. After plotting the predicted moisture ratio against the experimental moisture ratio, we observed an exceptional predictive accuracy (R2 > 0.99) across various conditions. These findings underscore the critical importance of precise parameter control for optimizing potato drying processes in industrial settings, providing valuable insights for enhanced efficiency and resource utilization. Further exploration into real-time optimization and scalability can extend the practical applications of this study.

对流空气干燥器中马铃薯干燥的综合研究:实验观察、数学建模和模型验证
我们使用托盘干燥机研究了切片马铃薯(Solanum tuberosum)的干燥动力学。实验研究了干燥速率如何受空气温度、样品厚度和风速的影响。研究在不同的温度范围(50°C、60°C 和 70°C)、风速(0.6ms-1、0.7ms-1 和 0.8ms-1)和马铃薯切片厚度(2 毫米、4 毫米和 6 毫米)下进行。研究结果表明,空气温度越高,干燥速率越快,而厚度越厚,干燥速率越慢。我们进一步评估了五个数学模型,根据最小残差标准误差 (RSE) 和 Akaike 信息准则 (AIC)(分别为 0.06421 和 -1123.947),佩奇模型成为最合适的模型。在绘制预测水分比与实验水分比的对比图后,我们观察到在各种条件下的预测准确性都非常高(R2 > 0.99)。这些发现强调了精确参数控制对于优化工业环境中马铃薯干燥过程的极端重要性,为提高效率和资源利用率提供了宝贵的见解。对实时优化和可扩展性的进一步探索可以扩展这项研究的实际应用。
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CiteScore
3.10
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