Clustering of oleogel production methods reveals pitfalls and advantages for sustainable, upscalable, and oxidative stable oleogels

IF 5.3 2区 农林科学 Q1 ENGINEERING, CHEMICAL
Saman Sabet , Tiago C. Pinto , Satu J. Kirjoranta , Afsane Kazerani Garcia , Fabio Valoppi
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Abstract

Oleogels are expected to replace unhealthy solid and semi-solid fats in the food industry due to their promising health and environmental impacts. However, to bring the benefits of oleogels to society, oleogel production should be moved from laboratory to industrial scale, which occurs when the classification of oleogel preparation methods is first contextualized within an industrial perspective. However, the traditional classifications of oleogels do not reveal relevant information to facilitate the fat-to-oleogel transition.

This study proposes a quantitative and novel classification of oleogelation approaches based on (i) the overall heat experienced by the oil during oleogelation (which strongly influences the oxidative/storage stability of the oleogel); (ii) the overall electrical energy consumption by all devices during oleogelation (which correlates to sustainability, upscaling ability, and cost of oleogelation); and (iii) overall oleogelation time (which correlates with costs and warehouse storage). We calculated these parameters for 216 oleogelation cases retrieved from the literature and classified them using a K-means clustering algorithm coupled with scree-plot analysis.

Oleogelation approaches are classified into low-, medium-, and high-input methods, with low-input approaches being the most promising for oleogel nutritional aspects, their sustainability, and industrial relevance. The generally accepted assumptions that direct methods are superior to indirect methods (due to their fewer inputs) are not correct and oleogelation methods should be carefully examined case-by-case. This novel classification of oleogels lays the foundations for a better understanding on the scalability of oleogel preparation methods with the final aim of materializing the fat-to-oleogel transition.

油凝胶生产方法的聚类揭示了可持续、可扩展和氧化稳定的油凝胶的陷阱和优势
由于油凝胶具有良好的健康和环境影响,因此有望在食品工业中取代不健康的固体和半固体脂肪。然而,为了给社会带来油凝胶的好处,油凝胶的生产应该从实验室转移到工业规模,这发生在油凝胶制备方法的分类第一次在工业视角下。然而,传统的油凝胶分类没有揭示相关信息,以促进脂肪到油凝胶的转变。本研究提出了一种定量和新颖的油凝胶方法分类方法,基于(i)油凝胶过程中油所经历的总热量(这强烈影响油凝胶的氧化/储存稳定性);(ii)油凝胶过程中所有设备的总电能消耗(与油凝胶的可持续性、升级能力和成本相关);(iii)整体油凝胶时间(与成本和仓库储存相关)。我们计算了从文献中检索到的216个油凝胶化案例的这些参数,并使用K-means聚类算法结合屏幕图分析对它们进行了分类。油凝胶化方法分为低投入、中投入和高投入方法,低投入方法在油凝胶营养方面、可持续性和工业相关性方面最有前途。普遍接受的直接方法优于间接方法(由于其投入较少)的假设是不正确的,油凝胶化方法应逐案仔细检查。这种新颖的油凝胶分类为更好地理解油凝胶制备方法的可扩展性奠定了基础,最终目标是实现脂肪到油凝胶的转变。
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来源期刊
Journal of Food Engineering
Journal of Food Engineering 工程技术-工程:化工
CiteScore
11.80
自引率
5.50%
发文量
275
审稿时长
24 days
期刊介绍: The journal publishes original research and review papers on any subject at the interface between food and engineering, particularly those of relevance to industry, including: Engineering properties of foods, food physics and physical chemistry; processing, measurement, control, packaging, storage and distribution; engineering aspects of the design and production of novel foods and of food service and catering; design and operation of food processes, plant and equipment; economics of food engineering, including the economics of alternative processes. Accounts of food engineering achievements are of particular value.
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