One-dimensional compression behavior of calcareous sand cemented with EICP and coir fiber.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Xueliang Jiang, Haodong Wang, Hui Yang, Jun Yin, Bo Shen
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Abstract

Calcarenite sand, as a key geotechnical material in the construction of South China Sea islands and reefs, is limited in its engineering applications due to its significant high compressibility characteristics. This study proposes a treatment method combining Enzyme-Induced Calcium Carbonate Precipitation (EICP) with coir fiber. Through a series of one-dimensional compression tests, the effects of different grouting times (0, 3, 6, 9), coir fiber contents (0%, 0.2%, 0.4%, 0.6%, 0.8%), and relative densities (30%, 60%, 90%) on the compressive characteristics of calcarenite sand were systematically investigated. The research findings indicate that as the number of EICP grouting cycles increases, the reduction in the void ratio of the samples gradually diminishes. Under the same conditions, the addition of coir fiber initially leads to a decrease in the reduction of the void ratio, followed by an increasing trend. The experimental data under various conditions were successfully fitted using the Harris function, elucidating the relationships between the model parameters b and c and the factors of calcium carbonate content, coir fiber content, and initial void ratio. Additionally, the Lasso regularization method was employed, and a polynomial model equation was established using Matlab software based on the method of defining training and testing datasets (with the parameter b as a 4th-order polynomial and the c as a 3rd-order polynomial). Validation demonstrated that the constructed model equations possess high predictive accuracy and generalization capability. This study not only deepens the understanding of the one-dimensional compressive deformation of calcarenite sand under the synergistic effect of coir fiber and EICP technology, but also provides a theoretical basis for the rapid assessment and optimization of the compressive characteristics of calcarenite sand foundations in the construction of South China Sea islands and reefs.

EICP与椰壳纤维胶结钙质砂的一维压缩特性。
方解石砂作为南海岛礁建设的关键岩土材料,由于其明显的高压缩性,限制了其工程应用。本研究提出了一种酶促碳酸钙沉淀法(EICP)与椰子纤维相结合的处理方法。通过一系列一维压缩试验,系统研究了不同注浆次数(0、3、6、9次)、纤维含量(0%、0.2%、0.4%、0.6%、0.8%)和相对密度(30%、60%、90%)对方解石砂压缩特性的影响。研究结果表明,随着EICP注浆循环次数的增加,试样孔隙率的降低幅度逐渐减小。在相同的条件下,加入椰壳纤维后,孔隙率的减小幅度先减小,然后有增大的趋势。利用Harris函数成功拟合了不同条件下的实验数据,阐明了模型参数b、c与碳酸钙含量、椰胶纤维含量、初始空隙率等因素之间的关系。采用Lasso正则化方法,基于训练和测试数据集的定义方法(参数b为四阶多项式,参数c为三阶多项式),利用Matlab软件建立多项式模型方程。验证表明,所构建的模型方程具有较高的预测精度和泛化能力。本研究不仅加深了对椰壳纤维与EICP技术协同作用下方解石砂一维压缩变形的认识,也为南海岛礁建设方解石砂基础压缩特性的快速评价与优化提供了理论依据。
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
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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