Study of color degradation in package prints: Analyzing kinetics with principal component analysis

IF 1.2 3区 工程技术 Q4 CHEMISTRY, APPLIED
Anirban Das, Mahasweta Mandal
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Abstract

Color degradation is a pressing issue in various fields like food and medicine packaging, as well as printed materials, leading to a loss or distortion of vital information. Therefore, understanding how the color of package prints evolves over time is essential for product quality assessment and effective product life cycle management. This study focuses on investigating color changes in prints on blister foils, widely used in the medicine and packaging industries. To assess fading characteristics, samples printed via the gravure process have been exposed to a Xenon Test Chamber (B-SUN). Spectrophotometric measurements of the prints have been conducted using a spectroradiometer, and the data have been analyzed using principal component analysis (PCA). The fading nature of cyan and black prints aligns with Type IV, while magenta and yellow prints correspond to Type II, as described by Giles. Notably, cyan and black inks demonstrated resistance toward fading at the end of the exposure, with a minor exception. The investigation involved curve fitting, revealing a consistent first-order kinetic model governing fading rates throughout the exposure time. High R2 values (0.96–0.99) and low root means square error values (0.02–0.08) are observed across all cases. While color fading involves diverse kinetics, the fading rate consistently adheres to a singular first-order kinetic path. The study highlights that yellow ink is most sensitive to light, followed by magenta ink. These findings offer valuable insights for optimizing packaging materials and ensuring product quality in industries reliant on printed materials. By mitigating color degradation, manufacturers can enhance the longevity and appeal of their products, reinforcing consumer trust and satisfaction. Furthermore, the effective utilization of PCA as a data analysis tool offers a valuable approach for future investigations in color science and related fields.

Abstract Image

Abstract Image

包装印刷品色彩降解研究:用主成分分析法分析动力学
色彩退化是食品和药品包装以及印刷材料等各个领域亟待解决的问题,它会导致重要信息的丢失或失真。因此,了解包装印刷品的颜色如何随时间变化,对于产品质量评估和有效的产品生命周期管理至关重要。本研究的重点是调查广泛应用于医药和包装行业的吸塑箔上印刷品的颜色变化。为了评估褪色特性,通过凹版印刷工艺印刷的样品被置于氙气测试室(B-SUN)中。使用分光辐射计对印刷品进行了分光光度测量,并使用主成分分析法(PCA)对数据进行了分析。根据 Giles 的描述,青色和黑色印刷品的褪色性质符合类型 IV,而品红色和黄色印刷品则符合类型 II。值得注意的是,青色和黑色油墨在曝光结束时表现出抗褪色性,但有一个小例外。调查涉及曲线拟合,揭示了在整个曝光时间内控制褪色率的一致的一阶动力学模型。在所有情况下都能观察到较高的 R2 值(0.96-0.99)和较低的均方根误差值(0.02-0.08)。虽然褪色涉及不同的动力学原理,但褪色率始终遵循单一的一阶动力学路径。研究强调,黄色油墨对光最敏感,其次是品红色油墨。这些发现为依赖印刷材料的行业优化包装材料和确保产品质量提供了宝贵的见解。通过减少颜色退化,制造商可以提高产品的使用寿命和吸引力,增强消费者的信任度和满意度。此外,有效利用 PCA 作为数据分析工具,也为色彩科学及相关领域的未来研究提供了宝贵的方法。
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来源期刊
Color Research and Application
Color Research and Application 工程技术-工程:化工
CiteScore
3.70
自引率
7.10%
发文量
62
审稿时长
>12 weeks
期刊介绍: Color Research and Application provides a forum for the publication of peer-reviewed research reviews, original research articles, and editorials of the highest quality on the science, technology, and application of color in multiple disciplines. Due to the highly interdisciplinary influence of color, the readership of the journal is similarly widespread and includes those in business, art, design, education, as well as various industries.
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