2022
DOI: 10.28991/cej-2022-08-03-012
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Influence of Compaction Energy on Cement Stabilized Soil for Road Construction

Abstract: Compactness is an important feature to ensure subgrade stability where temperature and water infiltration exist in semi-arid areas. Chemical soil stabilization can improve soil properties. This research studies the impact of compaction energy on stabilized subgrade soil and how to improve its geotechnical characteristics in the experimental tests on both unstabilized and stabilized soil samples by adding ordinary Portland cement and sulfate-resistant cement, in percentages by the soil's weight, in order of ide… Show more

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Cited by 10 publications
(3 citation statements)
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“…Additionally, the ANN model was trained using the Adam optimizer algorithm [37,38]. During the training, the mean absolute error (MAE) was used as the objective function to calculate particle fitness, which could be calculated by Equation (6). As shown in Figure 14, the establishment of the ANN prediction model (ANN-PM) based on f ov primarily involved three steps: (1) partitioning the dataset, (2) developing the ANN-PM based on the training set, (3) and evaluating the performance of the ANN-PM based on the testing set.…”
Section: Establishment and Evaluation Of Ann-pmmentioning
confidence: 99%
See 1 more Smart Citation
“…Additionally, the ANN model was trained using the Adam optimizer algorithm [37,38]. During the training, the mean absolute error (MAE) was used as the objective function to calculate particle fitness, which could be calculated by Equation (6). As shown in Figure 14, the establishment of the ANN prediction model (ANN-PM) based on f ov primarily involved three steps: (1) partitioning the dataset, (2) developing the ANN-PM based on the training set, (3) and evaluating the performance of the ANN-PM based on the testing set.…”
Section: Establishment and Evaluation Of Ann-pmmentioning
confidence: 99%
“…Vibratory compaction was the mainstream method in subgrade construction, where the vibration frequency was closely related to compaction quality control. Unreasonable vibration frequencies could lead to poor control of subgrade compaction quality, which caused various types of subgrade diseases, such as uneven settlement [ 4 , 5 ] and permanent deformation [ 6 , 7 ]. Meanwhile, there has been limited research on the intelligent prediction of the optimal vibratory frequency f ov for vibratory compaction, which has hindered the development of intelligent subgrade construction [ 8 ].…”
Section: Introductionmentioning
confidence: 99%
“…Soil stabilization methods are considered to improve the geotechnical properties of dredged soil before use. Mixing the soil with cement, lime, fly ash, bottom ash, bacteria, pozzolan, and zeolite are some of the soil stabilization techniques to optimize the geotechnical characteristics of dredged soil [5][6][7][8][9][10].…”
Section: Introductionmentioning
confidence: 99%