Effect of foaming conditions and drying temperatures on total polyphenol content and drying rate of foam-mat dried banana powder: Modeling and optimization study

IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY
Ngo Van Tai , Hong Van Hao , Tran Thi Ngoc Han , Tran Ngoc Giau , Nguyen Minh Thuy , Nguyen Van Thanh
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Abstract

This study aims to optimize the parameters of the foam-mat drying to produce banana powder. Input parameters of the foam drying such as foaming agent (egg albumin) concentration used from 5 to 15 %, the foam stabilizer (maltodextrin) used from 1 to 3 % and the drying temperature varied between 60 and 80 °C. Factors with 3 levels are arranged according to the Box-Behnken design, which further modelled by RSM (response surface methodology) and ANN (artificial neural network), and optimized. The drying rate and total polyphenol content (TPC) of banana powder under the studied conditions were determined as the target output. The moisture, color, total polyphenol, antioxidant activity and some physical parameters of final fine powder were analyzed. Increasing temperature has increased the drying rate. In addition, increasing the concentrations of egg albumin and maltodextrin maintained the highest TPC and maximum drying rate. ANN model showed the higher forecasting capacity than that of RSM. Moreover, simultaneous optimization of two responses (TPC and drying rate) was selected to maximize the desired value at the concentration of albumin, maltodextrin and drying temperature of 11.86 %, 1.92 %, 74.94 °C, respectively, corresponding to the highest TPC value and drying rate of 1.31 mgGAE/g DW and 2.48 g water/g dry matter/min. At this condition, the drying time was recorded as 103 min. Validation of the optimal ratios showed that the experimental values of TPC and drying rate were in good agreement with the model predicted data. The moisture content and water activity of product were found to be 5.87 ± 0.07 % and 0.37 ± 0.01. The product had bright colors with L*, a* and b* values were measured as 86.4 ± 0.5, 1.75 ± 0.08 and 15.2 ± 0.3, respectively. The high DPPH radical scavenging activity was detected (53.5 %) with the water solubility index and water absorption index of banana powder was determined at value of 56.98 % and 5.17 g/g, respectively. Foam mat dried banana powder was well preserved in paper packaging with aluminum foil.

Abstract Image

发泡条件和干燥温度对泡沫垫干燥香蕉粉的总多酚含量和干燥速率的影响建模和优化研究
本研究旨在优化生产香蕉粉的泡沫垫干燥参数。泡沫干燥的输入参数,如发泡剂(鸡蛋白蛋白)的浓度从 5% 到 15%,泡沫稳定剂(麦芽糊精)的浓度从 1% 到 3%,干燥温度从 60°C 到 80°C。根据箱-贝肯设计法,对 3 个水平的因素进行了排列,并通过 RSM(响应面法)和 ANN(人工神经网络)对其进行了建模和优化。在研究条件下,香蕉粉的干燥速率和总多酚含量(TPC)被确定为目标输出。分析了最终细粉的水分、色泽、总多酚、抗氧化活性和一些物理参数。温度的升高提高了干燥速率。此外,增加鸡蛋白蛋白和麦芽糊精的浓度可保持最高的总多酚含量和最大的干燥速率。与 RSM 相比,ANN 模型显示出更高的预测能力。此外,在白蛋白、麦芽糊精浓度和干燥温度分别为 11.86 %、1.92 % 和 74.94 ℃ 时,选择同时优化两个响应(TPC 和干燥速率)可使期望值最大化,对应的最高 TPC 值和干燥速率分别为 1.31 mgGAE/g DW 和 2.48 g 水/g 干物质/分钟。在此条件下,干燥时间为 103 分钟。对最佳配比的验证表明,TPC 和干燥速率的实验值与模型预测的数据十分吻合。产品的水分含量和水活性分别为 5.87 ± 0.07 % 和 0.37 ± 0.01。产品颜色鲜艳,L*、a* 和 b* 值分别为 86.4 ± 0.5、1.75 ± 0.08 和 15.2 ± 0.3。香蕉粉的水溶性指数和吸水性指数分别为 56.98 % 和 5.17 g/g,DPPH 自由基清除活性较高(53.5 %)。泡沫垫干燥的香蕉粉在铝箔纸包装中保存完好。
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来源期刊
CiteScore
5.40
自引率
2.60%
发文量
193
审稿时长
69 days
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