Engineering the performance of bioparaffins from soybean oil to mimic mineral waxes: A non-linear chemometric modeling

IF 1.9 4区 农林科学 Q3 CHEMISTRY, APPLIED
Sandra Romero, Mirta Alcaraz, Liliana Forzani, Roque Minari, Sebastián E. Collins
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Abstract

Bioparaffins, derived from soybean oil, hold significant potential as sustainable alternatives to mineral waxes in various industrial applications. However, to fully exploit their benefits, it is necessary to engineer their performance and properties. In this work, a non-linear partial least squares (PLS) algorithm was used to relate the melting profiles obtained via differential scanning calorimetry (DSC) to the chemical composition determined by gas chromatography (GC) of simple and binary mixtures of (partially) hydrogenated samples. This model was used to determine the composition of a bioparaffin to mimic the thermal and textural properties of commercial mineral paraffin. This innovative approach allows for broader adoption in industries seeking sustainable alternatives to petroleum-based waxes.

Abstract Image

从大豆油中提取生物石蜡以模拟矿物蜡的工程性能:非线性化学计量学模型
从大豆油中提取的生物石蜡在各种工业应用中作为矿物蜡的可持续替代品具有巨大的潜力。然而,为了充分利用它们的好处,有必要设计它们的性能和特性。在这项工作中,使用非线性偏最小二乘(PLS)算法将通过差示扫描量热法(DSC)获得的熔化曲线与(部分)氢化样品的简单和二元混合物的气相色谱(GC)测定的化学成分联系起来。该模型用于确定生物石蜡的组成,以模拟商业矿物石蜡的热学和结构特性。这种创新的方法可以更广泛地应用于寻求石油基蜡的可持续替代品的行业。
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来源期刊
CiteScore
4.10
自引率
5.00%
发文量
95
审稿时长
2.4 months
期刊介绍: The Journal of the American Oil Chemists’ Society (JAOCS) is an international peer-reviewed journal that publishes significant original scientific research and technological advances on fats, oils, oilseed proteins, and related materials through original research articles, invited reviews, short communications, and letters to the editor. We seek to publish reports that will significantly advance scientific understanding through hypothesis driven research, innovations, and important new information pertaining to analysis, properties, processing, products, and applications of these food and industrial resources. Breakthroughs in food science and technology, biotechnology (including genomics, biomechanisms, biocatalysis and bioprocessing), and industrial products and applications are particularly appropriate. JAOCS also considers reports on the lipid composition of new, unique, and traditional sources of lipids that definitively address a research hypothesis and advances scientific understanding. However, the genus and species of the source must be verified by appropriate means of classification. In addition, the GPS location of the harvested materials and seed or vegetative samples should be deposited in an accredited germplasm repository. Compositional data suitable for Original Research Articles must embody replicated estimate of tissue constituents, such as oil, protein, carbohydrate, fatty acid, phospholipid, tocopherol, sterol, and carotenoid compositions. Other components unique to the specific plant or animal source may be reported. Furthermore, lipid composition papers should incorporate elements of year­to­year, environmental, and/ or cultivar variations through use of appropriate statistical analyses.
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