蜡碳复合电极在植物乳分析中的应用

IF 3.7 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL Chemosensors Pub Date : 2023-09-28 DOI:10.3390/chemosensors11100513
Szymon Wójcik, Jan Wyrwa, Filip Ciepiela, Małgorzata Jakubowska
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引用次数: 0

摘要

这项工作证明了蜡碳复合电极(PWCCE)在分析商业和自制植物奶方面的成功应用。蜡被用作一种非常规的粘合剂。所得到的电极浆料表现出凝固和坚硬的质地,使其能够以类似于玻碳电极的方式使用。采用自动测量和记录程序的差分脉冲伏安法(DPV)获得植物性牛奶的特征。利用与操作者无关的测量程序产生了适合后续计算的高质量电化学指纹。为了解释数据,采用了无监督机器学习方法,如主成分分析(PCA)和聚类分析。这些化学计量技术证实了电极结构对这类研究的有效性。此外,它们在区分植物奶和牛奶(包括两种不同的变体:全脂牛奶和无乳糖牛奶)方面被证明是有价值的。
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The Application of Picein Wax Carbon Composite Electrode for Plant-Based Milk Profiling
This work demonstrates the successful application of the picein wax carbon composite electrode (PWCCE) for profiling both commercial and homemade plant milks. Picein wax was utilized as an unconventional binder. The resulting electrode paste exhibited a solidified and hard texture, enabling its use in a manner analogous to that of the glassy carbon electrode. Differential pulse voltammetry (DPV) with an automated measurement and recording procedure was employed to obtain plant-based milk profiles. The utilization of operator-independent measurement procedures yielded high-quality electrochemical fingerprints suitable for subsequent calculations. To interpret the data, unsupervised machine learning methods were implemented, such as principal component analysis (PCA) and cluster analysis. These chemometric techniques confirmed the electrode effectiveness of the construction for this type of research. Moreover, they proved valuable in distinguishing between plant-based milk and cow’s milk, including two different variants: whole milk and lactose-free milk.
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来源期刊
Chemosensors
Chemosensors Chemistry-Analytical Chemistry
CiteScore
5.00
自引率
9.50%
发文量
450
审稿时长
11 weeks
期刊介绍: Chemosensors (ISSN 2227-9040; CODEN: CHEMO9) is an international, scientific, open access journal on the science and technology of chemical sensors published quarterly online by MDPI.The journal is indexed in Scopus, SCIE (Web of Science), CAPlus / SciFinder, Inspec, Engineering Village and other databases.
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