A survey of commercial soda–lime–silica glass compositions: Trends and opportunities II—Principal component analysis (PCA) of glass compositions

IF 2.1 3区 材料科学 Q2 MATERIALS SCIENCE, CERAMICS International Journal of Applied Glass Science Pub Date : 2024-09-25 DOI:10.1111/ijag.16689
Wei Deng, Elliot Wakelin, Erhan Kilinc, Paul A. Bingham
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Abstract

In the first part of the study, we sampled and investigated the composition of commercial glasses in the UK market from 2022 to 2023, as well as property data provided by various models. In this part, we utilize principal component analysis (PCA) to conduct a comparative analysis, integrating these data with the composition of commercial glass documented in previous literature. The widely held belief that the composition of commercial soda–lime–silica glasses has remained essentially unchanged over the past 30+ years is challenged by this research. The differences in composition of current commercial glass compositions compared to glasses from 30 to 40 years ago have been quantified. This not only sheds light on the direction of travel and reasons for adjustments to UK glass compositions over recent decades, but it also provides insights and predictions into the future trends.

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商业钠-石灰-硅玻璃成分的调查:趋势和机会ii -玻璃成分的主成分分析(PCA)
在研究的第一部分,我们抽样调查了2022年至2023年英国市场上商用玻璃的成分,以及各种型号提供的性能数据。在这一部分中,我们利用主成分分析(PCA)进行比较分析,将这些数据与以前文献中记载的商品玻璃的成分相结合。人们普遍认为,在过去的30多年里,商业钠-石灰-硅玻璃的成分基本保持不变,这一观点受到了这项研究的挑战。与30至40年前的玻璃相比,目前商用玻璃成分的组成差异已被量化。这不仅揭示了近几十年来英国玻璃成分调整的方向和原因,而且还提供了对未来趋势的见解和预测。
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来源期刊
International Journal of Applied Glass Science
International Journal of Applied Glass Science MATERIALS SCIENCE, CERAMICS-
CiteScore
4.50
自引率
9.50%
发文量
73
审稿时长
>12 weeks
期刊介绍: The International Journal of Applied Glass Science (IJAGS) endeavors to be an indispensable source of information dealing with the application of glass science and engineering across the entire materials spectrum. Through the solicitation, editing, and publishing of cutting-edge peer-reviewed papers, IJAGS will be a highly respected and enduring chronicle of major advances in applied glass science throughout this century. It will be of critical value to the work of scientists, engineers, educators, students, and organizations involved in the research, manufacture and utilization of the material glass. Guided by an International Advisory Board, IJAGS will focus on topical issue themes that broadly encompass the advanced description, application, modeling, manufacture, and experimental investigation of glass.
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