Laboratory Testing and Analysis of Clay Soil Stabilization Using Waste Marble Powder

被引:15
|
作者
Umar, Ibrahim Haruna [1 ]
Lin, Hang [1 ]
Ibrahim, Awaisu Shafiu [2 ]
机构
[1] Cent South Univ, Sch Resources & Safety Engn, Changsha 410083, Peoples R China
[2] Fed Univ Dutsin Ma, Dept Civil Engn, Katsina 5001, Nigeria
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 16期
关键词
clay soil; soil stabilization; waste marble powder (WMP); unconfined compressive strength (UCS); ultrasonic pulse velocity (UPV); artificial neural networks (ANNs); STRENGTH; LIME;
D O I
10.3390/app13169274
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Soil stabilization is a critical step in numerous engineering projects, preventing soil erosion, increasing soil strength, and reducing the risk of subsidence. Due to its inexpensive cost and potential environmental benefits, waste materials, such as waste marble powder (WMP), have been used as additives for soil stabilization in recent years. This study investigates waste marble powder's effects on unconfined compressive strength (UCS) and clayey soil's ultrasonic pulse velocity (UPV) at different water contents and curing times, and artificial neural networks (ANNs) are also used to predict the UCS and UPV values based on three input variables (percentage of waste marble dust, curing time, and moisture content). Geo-engineering experiments (Atterberg limits, compaction characteristics, specific gravity, UCS, and UPV) and analytical methods (ANNs) are used. The study results indicate that the soil is high-plasticity clay (CH) using the Unified Soil Classification System (USCS), and adding waste marble powder (WMP) can significantly improve the UCS and UPV of clay soils, especially at optimal water content, curing times of 28 days, and 60% WMP. It is found that the ANN models accurately predict the UCS and UPV values with high correlation coefficients approaching 1. In addition, this study shows that the optimum water content and curing time for stabilized clay soils depend on the grade and amount of waste marble powder utilized. Overall, the study demonstrates the potential of waste marble dust as a soil stabilization additive and the usefulness of ANNs in predicting UCS and UPV values. This study's results are relevant to engineers and researchers working on soil stabilization projects, such as foundations and backfills. They can contribute to the development of sustainable and cost-effective soil stabilization solutions.
引用
收藏
页数:23
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