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基于响应面法的籽粒苋粉挤压条件多响应优化

Multi-response optimization of extrusion conditions of grain amaranth flour by response surface methodology.

作者信息

Atukuri Julian, Odong Brian B, Muyonga John H

机构信息

School of Food Technology Nutrition and Bio-Engineering Makerere University Kampala Uganda.

出版信息

Food Sci Nutr. 2019 Nov 20;7(12):4147-4162. doi: 10.1002/fsn3.1284. eCollection 2019 Dec.

DOI:10.1002/fsn3.1284
PMID:31890194
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6924338/
Abstract

The study was designed to optimize extrusion processing conditions for production of instant grain amaranth flour for complementary feeding. Multi-response criteria using response surface methodology and desirability function analysis were employed during the study. The central composite rotatable design (CCRD) was used to determine the level of processing variables and to generate the experimental runs. The process parameters tested included extrusion temperature (110-158°C), screw speed (40-52 Hz), and feed moisture content (11%-16%), while response variable was protein digestibility, sensory acceptability, water absorption index, water solubility index, bulk density, and viscosity. Data obtained from extrusion were analyzed using response surface methodology. Data were fitted to a second-order polynomial model, and the dependent variables expressed as a function of the independent variables. Analysis of variance (ANOVA) revealed that extrusion parameters had significant linear, quadratic, and interactive effects on the responses. Numerical optimization indicated that the optimum extrusion parameters were extrusion temperature of 150°C, extrusion speed (screw speed) of 50 Hz, and feed moisture content of 14.41%. The responses predicted for optimization resulted in protein digestibility 81.87%, water absorption index 1.92, water solubility index 0.55, bulk density 0.59 gm/L, viscosity 174.56 cP (14.55 RVU), and sensory acceptability score of 6.69, with 71% desirability.

摘要

本研究旨在优化用于辅食生产的即食苋菜籽粉的挤压加工条件。研究过程中采用了响应面法和期望函数分析的多响应标准。采用中心复合旋转设计(CCRD)来确定加工变量的水平并生成实验运行。测试的工艺参数包括挤压温度(110 - 158°C)、螺杆转速(40 - 52 Hz)和进料水分含量(11% - 16%),而响应变量为蛋白质消化率、感官可接受性、吸水性指数、水溶性指数、堆积密度和粘度。使用响应面法对挤压获得的数据进行分析。数据拟合到二阶多项式模型,将因变量表示为自变量的函数。方差分析(ANOVA)表明,挤压参数对响应具有显著的线性、二次和交互作用。数值优化表明,最佳挤压参数为挤压温度150°C、挤压速度(螺杆转速)50 Hz和进料水分含量14.41%。优化预测的响应结果为蛋白质消化率8

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/ec9fc8827cec/FSN3-7-4147-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/ff0df8f8c21b/FSN3-7-4147-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/d90a1f95a4dd/FSN3-7-4147-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/ec9fc8827cec/FSN3-7-4147-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/ff0df8f8c21b/FSN3-7-4147-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/97c48ea61735/FSN3-7-4147-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/94e2e3cdae22/FSN3-7-4147-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/cc2141e81d79/FSN3-7-4147-g004.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb18/6924338/ec9fc8827cec/FSN3-7-4147-g006.jpg

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