Efficient optimization parameter calibration method-based DEM simulation for compacted loess slope under dry-wet cycling

被引:3
作者
Li, Liang [1 ,2 ]
Hu, Changming [1 ,2 ]
Yuan, Yili [3 ]
He, Xiaowen [4 ]
Wu, Zhipeng [5 ]
机构
[1] Xian Univ Architecture & Technol, Coll Civil Engn, Xian 710055, Peoples R China
[2] Xian Univ Architecture & Technol, Shaanxi Key Lab Geotech & Underground Space Engn, Xian 710055, Peoples R China
[3] Xian Univ Sci & Technol, Sch Architecture & Civil Engn, Xian 710054, Peoples R China
[4] China Railway 20 Bur Grp, Southern Engn Co Ltd, Guangzhou 511340, Peoples R China
[5] Northwest A&F Univ, Coll Water Resources & Architectural Engn, Yangling 712100, Peoples R China
基金
中国国家自然科学基金;
关键词
Compacted loess; Slope stability; Discrete element method; Parameter calibration; Optimization algorithm; LIMIT EQUILIBRIUM; ENGINEERING PROPERTIES; STABILITY ANALYSIS; STRENGTH; MODEL;
D O I
10.1038/s41598-024-68438-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dry-wet cycles can cause significant deterioration of compacted loess and thus affect the safety of fill slopes. The discrete element method (DEM) can take into account the non-homogeneous, discontinuous, and anisotropic nature of the geotechnical medium, which is more capable of reflecting the mechanism and process of instability in slope stability analysis. Therefore, this paper proposes to use the DEM to analyze the stability of compacted loess slopes under dry-wet cycles. Firstly, to solve the complex calibration problem between macro and mesoscopic parameters in DEM models, an efficient parameter optimization method was proposed by introducing the chaotic particle swarm optimization with sigmoid-based acceleration coefficients algorithm (CPSOS). Secondly, during the parameter calibration, a new indicator, the bonding ratio (BR), was proposed to characterize the development of pores and cracks in compacted loess during dry-wet cycles, to reflect the impact of dry-wet action on the degradation of bonding between loess aggregates. Finally, according to the results of parameter calibration, the stability analysis model of compacted loess slope under dry-wet cycling was established. The results show that the proposed optimization calibration method can accurately reflect the trend of the stress-strain curve and strength of the actual test results under dry-wet cycles, and the BR also reflects the degradation effect of dry-wet cycles on compacted loess. The slope stability analysis shows that the DEM reflects the negative effect of dry-wet cycles on the safety factor of compacted loess slopes, as well as the trend of gradual stabilization with dry-wet cycles. The comparison with the finite element analysis results verified the accuracy of the discrete element slope stability analysis.
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页数:16
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