激光诱导自体荧光法监测瓶装天然果汁保质期的可行性研究

IF 1.8 4区 物理与天体物理 Q3 OPTICS International Journal of Optics Pub Date : 2023-04-29 DOI:10.1155/2023/7458190
Peter Osei-Wusu Adueming, Jerry Opoku-Ansah, Andrew Atiogbe Huzortey, Charles Lloyd Yeboah Amuah, Kwasi Nyandey, Moses Jojo Eghan, Benjamin Anderson, Samuel Sonko Sackey
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引用次数: 0

摘要

瓶装天然果汁保质期(BNFJ)提供了有关质量和真实性的信息,以保护消费者。然而,现有的监测BNFJ保质期的技术是破坏性的和耗时的。本文报道了采用激光诱导自体荧光(LIAF)光谱技术结合多变量分析对BNFJ进行保质期监测。从认证零售商处购买的三批BNFJ样品连续九(9)天获得LIAF光谱数据。LIAF光谱的反卷积显示了代表BNFJ成分的底层峰。主成分分析(PCA)能够监测BNFJ随年龄变化的趋势。偏最小二乘回归(PLSR)在训练集和测试集预测BNFJ生产的确切日期的准确率分别为96.6%和98.8%。因此,我们建议将LIAF与多变量分析相结合,作为一种无损、快速、相对廉价的监测BNFJ保质期的潜在工具。
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A Feasibility Study on Monitoring Shelf Life of Bottled Natural Fruit Juice Using Laser-Induced Autofluorescence
Shelf life of bottled natural fruit juice (BNFJ) provides relevant information on quality and authenticity for consumer protection. However, existing techniques for monitoring the shelf life of BNFJ are destructive and time-consuming. We report on using laser-induced autofluorescence (LIAF) spectroscopic technique in combination with multivariate analysis for shelf life monitoring of BNFJ. The LIAF spectra data were acquired for nine (9) continuous days on three batches of BNFJ samples purchased from a certified retailer. Deconvolution of the LIAF spectra revealed underlying peaks representing constituents of the BNFJ. Principal component analysis (PCA) was able to monitor the trend in the changes of the BNFJ as it aged. Partial least square regression (PLSR) predicted the exact day from the production of the BNFJ accurately at 96.6% and 98.8% in the training and testing sets, respectively. We, therefore, propose the LIAF combined with multivariate analysis as a potential tool for nondestructive, rapid, and relatively inexpensive monitoring of the shelf life of BNFJ.
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来源期刊
International Journal of Optics
International Journal of Optics Physics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
3.40
自引率
5.90%
发文量
28
审稿时长
13 weeks
期刊介绍: International Journal of Optics publishes papers on the nature of light, its properties and behaviours, and its interaction with matter. The journal considers both fundamental and highly applied studies, especially those that promise technological solutions for the next generation of systems and devices. As well as original research, International Journal of Optics also publishes focused review articles that examine the state of the art, identify emerging trends, and suggest future directions for developing fields.
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