Paste, aggregate, or air? That is the question

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Ekaterina Ossetchkina, Oleksiy Chernoloz, Lucas Herzog Bromerchenkel, Mahzabin Karim, Liam MacHale, Amy Montgomery, Yuqi Hu, Karl Peterson
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引用次数: 0

Abstract

The Ambassador Bridge between Detroit, Michigan, and Windsor, Ontario, has served for almost 100 years as North America's busiest international border crossing. But in 2025, the Ambassador will be replaced by the new Gordie Howe International Bridge. The Gordie Howe is a cable-stayed bridge, with two massive 220 m tall concrete piers on opposite banks of the St. Claire River, a single clear span of 853 m, and 42 m of clearance over this busy waterway. To ensure durability in this harsh freeze-thaw environment, air-entrained concrete is specified throughout. And, to ensure the quality of air entrainment, the ASTM C 457 Procedure C, Contrast Enhanced Method is employed. While a similar automated microscopic approach has been in use for well over a decade according to EN 480-11 Determination of air void characteristics in hardened concrete, this is the first large-scale application of automated air void assessment in North American infrastructure. According to the ASTM Procedure C, the air void characteristics are determined through digital image processing, while the paste content may be determined by either mix design parameters, manual point count, or ‘other means’. Of these three options, point counting is used for Gordie Howe; but in parallel, during each point count, the digital image coordinates and phase identifications for each evaluated stop are recorded. This allows for training of a neural network, for automated determination of paste content, as demonstrated here.

Abstract Image

浆糊、骨料还是空气?这就是问题所在。
密歇根州底特律市和安大略省温莎市之间的大使大桥作为北美最繁忙的国际边境口岸已有近 100 年的历史。但在 2025 年,大使大桥将被新的戈迪-豪国际大桥取代。戈迪-豪大桥是一座斜拉桥,在圣克莱尔河对岸有两个 220 米高的巨大混凝土桥墩,单跨净跨度为 853 米,在这条繁忙水道上的净空高度为 42 米。为了确保在这种严酷的冻融环境中的耐久性,整个工程都采用了气凝混凝土。此外,为确保引气的质量,还采用了 ASTM C 457 程序 C、对比增强法。虽然类似的自动显微方法已根据 EN 480-11 《硬化混凝土中气隙特性的测定》使用了十多年,但这是自动气隙评估在北美基础设施中的首次大规模应用。根据 ASTM 程序 C,气隙特征是通过数字图像处理确定的,而浆体含量可通过混合设计参数、人工点数或 "其他方法 "确定。在这三种方法中,戈尔迪-豪采用的是点计数法;但与此同时,在每次点计数过程中,都会记录下每个评估站的数字图像坐标和相位识别。这样就可以对神经网络进行训练,从而自动确定粘贴内容,如本文所示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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