A multicriteria decision making approach for wheat starch isolation intensification

IF 4.2 3区 工程技术 Q3 ENERGY & FUELS
Alfonso Morales-Huerta , Angelica Roman-Guerrero , J. Alberto Ochoa-Tapia , E. Jaime Vernon-Carter , Jose Alvarez-Ramirez
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引用次数: 0

Abstract

Starch isolation processes from cereals involve the use of enzymes to improve yield by removing lipids, proteins and undesired polysaccharides. Experimental evidence shows that this strategy is successful, leading to yield increases of 15–30 % compared to traditional techniques using chemicals promoters. Although the use of enzymes can be labeled as green and sustainable, it may entail relatively low isolation yield. An approach is to use ultrasound to further increase isolation yield. Within the framework of process intensification, enzymes and ultrasound can be combined within a sole process to increase isolation yield and reduce the usage of disposable chemical substances. However, process intensification is not obtained without cost as it may entail some deterioration of desirable starch characteristics. Hence, the selection of optimal isolation conditions for starch isolation faces multiple conflicting objectives. This work addressed this problem by developing experiments to establish the effect of enzyme and ultrasound aimed at establishing the best isolation conditions considering not only yield but also color and in vitro digestibility criteria. The decision analysis used the popular TOPSIS approach in combination with Monte Carlo simulations to include experimental uncertainty. The analysis showed that the weighting given to decision criteria groups allows for the analysis of various manufacturing scenarios where nutritional aspects are weighted above other criteria. Experimental data uncertainty plays a significant role, as measurement error can decisively affect the best operating condition choice. Results presented here promote the use of computational multicriteria decision-making tools for process optimization and intensification in food industry.

Abstract Image

小麦淀粉分离强化的多准则决策方法
从谷物中分离淀粉的过程包括使用酶通过去除脂质、蛋白质和不需要的多糖来提高产量。实验证据表明,这一策略是成功的,与使用化学促进剂的传统技术相比,产量提高了15 - 30%。虽然酶的使用可以被标记为绿色和可持续的,但它可能需要相对较低的分离产量。一种方法是利用超声进一步提高分离收率。在过程强化的框架内,酶和超声波可以在一个单一的过程中结合,以提高分离率,减少一次性化学物质的使用。然而,过程强化不是没有成本的,因为它可能会导致一些理想的淀粉特性的恶化。因此,淀粉分离的最佳分离条件的选择面临着多个相互冲突的目标。为了解决这一问题,本工作通过开展实验来确定酶和超声的影响,旨在建立最佳的分离条件,不仅考虑产量,而且考虑颜色和体外消化率标准。决策分析使用流行的TOPSIS方法与蒙特卡罗模拟相结合,以包括实验不确定性。分析表明,给予决策标准组的权重允许分析各种生产方案,其中营养方面的权重高于其他标准。实验数据的不确定度起着重要的作用,测量误差对最佳工况的选择具有决定性的影响。本文提出的结果促进了在食品工业过程优化和集约化中使用计算多标准决策工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
9.30%
发文量
408
审稿时长
49 days
期刊介绍: Chemical Engineering and Processing: Process Intensification is intended for practicing researchers in industry and academia, working in the field of Process Engineering and related to the subject of Process Intensification.Articles published in the Journal demonstrate how novel discoveries, developments and theories in the field of Process Engineering and in particular Process Intensification may be used for analysis and design of innovative equipment and processing methods with substantially improved sustainability, efficiency and environmental performance.
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