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使用水泥-沸石混合物稳定膨胀土:实验研究与套索建模

Stabilization of Expansive Soils Using Cement-Zeolite Mixtures: Experimental Study and Lasso Modeling.

作者信息

Umar Ibrahim Haruna, Abubakar Sale, Bello Abdullahi Balarabe, Lin Hang, Hassan Jubril Izge, Cao Rihong

机构信息

School of Resources and Safety Engineering, Central South University, Changsha 410083, China.

Department of Civil Engineering, Faculty of Engineering, Aliko Dangote University of Science and Technology, Wudil 713101, Nigeria.

出版信息

Materials (Basel). 2025 May 14;18(10):2286. doi: 10.3390/ma18102286.

Abstract

The stabilization of expansive soils is crucial for the construction projects to mitigate swelling, shrinkage, and bearing capacity issues. This study investigates the synergistic effects of cement and clinoptilolite zeolite on stabilizing high-plasticity clay (CH) soil from Kano State, Nigeria. A total of 30 admixture combinations-cement (0-8%) and zeolite (0-15%)-were tested via standardized laboratory methods to evaluate their free swell index (FSI), swell percentage, swell pressure, shrinkage, and California Bearing Ratio (CBR). Principal component (Lasso) "least absolute shrinkage and selection operator" regression modeled interactions between admixtures and soil properties. The key results include the following: (1) 6% cement + 12% zeolite reduced the FSI by 60% (45 → 18); (2) 8% cement + 15% zeolite decreased the swell percentage by 47.8% (22.5% → 11.75%); (3) 6% cement + 12% zeolite lowered swell pressure by 54.2% (240 kPa → 110 kPa); (4) 8% cement + 12% zeolite reduced shrinkage by 50% (5.6% → 2.8%); and (5) 6% cement + 9% zeolite achieved an unsoaked CBR of 80.01% and soaked CBR of 72.79% (resilience ratio: 0.8010). PCLR models explained 93.5% (unsoaked) and 75.0% (soaked) of the CBR variance, highlighting how zeolite's mediation analysis indicates that zeolite improves the bearing capacity mainly by reducing the free swell index (path coefficient = -0.91429, < 0.0001), while conditional process modeling provided greater explanatory power (R = 0.745) compared to moderation-only analysis (R = 0.618). This study demonstrates that zeolite-cement blends optimize strength and resilience in expansive soils, with implications for sustainable infrastructure in arid and semi-arid regions.

摘要

膨胀土的稳定化对于建筑项目减轻膨胀、收缩和承载能力问题至关重要。本研究调查了水泥和斜发沸石对尼日利亚卡诺州高塑性黏土(CH)土壤稳定化的协同效应。通过标准化实验室方法测试了总共30种外加剂组合——水泥(0 - 8%)和沸石(0 - 15%)——以评估其自由膨胀指数(FSI)、膨胀率、膨胀压力、收缩率和加州承载比(CBR)。主成分(套索)“最小绝对收缩和选择算子”回归模拟了外加剂与土壤性质之间的相互作用。关键结果如下:(1)6%水泥 + 12%沸石使自由膨胀指数降低了60%(45 → 18);(2)8%水泥 + 15%沸石使膨胀率降低了47.8%(22.5% → 11.75%);(3)6%水泥 + 12%沸石使膨胀压力降低了54.2%(240 kPa → 110 kPa);(4)8%水泥 + 12%沸石使收缩率降低了50%(5.6% → 2.8%);(5)6%水泥 + 9%沸石的无侧限CBR为80.01%,有侧限CBR为72.79%(回弹比:0.8010)。PCLR模型解释了CBR方差的93.5%(无侧限)和75.0%(有侧限),突出了沸石的中介分析表明沸石主要通过降低自由膨胀指数来提高承载能力(路径系数 = -0.91429,P < 0.0001),而条件过程建模相比仅进行调节分析(R = 0.618)提供了更大的解释力(R = 0.745)。本研究表明,沸石 - 水泥混合物可优化膨胀土的强度和弹性,对干旱和半干旱地区的可持续基础设施建设具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acb2/12112866/bd02f785e72e/materials-18-02286-g001.jpg

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