Numerical modeling and optimization analysis of anti-liquefaction measures of earth rock dam under multi-objective constraints

被引:0
|
作者
Li, Mingchao [1 ]
Yang, Lin [1 ]
Ren, Qiubing [1 ]
Zhao, Yu [2 ]
机构
[1] State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin,300350, China
[2] Tianjin Water Investment Group Co., Ltd., Tianjin,300200, China
来源
关键词
Liquefaction - Earthquakes - Rocks - Foundations - Safety factor - Genetic algorithms;
D O I
暂无
中图分类号
学科分类号
摘要
The seismic liquefaction of the foundation of earth rock dam is a serious threat to the safety of projects. The current research of liquefaction mainly focuses on the analysis of liquefaction mechanism, while in the design and optimization of anti-liquefaction measures, the existing earth rock dam projects mainly rely on the previous experience to deal with the liquefiable foundation of the dam site. A mathematical model is built to minimize the horizontal displacement gradient of earth rock dam slope,seismic subsidence on the top of the dam and the cost of anti-liquefaction measures. An optimal design method of parameters for ballast platform and foundation replacement of earth rock dam is proposed, which is constrained by the safety factor of static and dynamic anti-sliding stability, the maximum liquefaction range of foundation, the depth of liquefaction, the average degree of liquefaction of typical points in the process of earthquake and the permanent horizontal displacement after earthquake. The fully nonlinear dynamic algorithm and multi-objective genetic algorithm are used and FLAC3D is integrated by VC ++, which realize the multi-objective optimization design considering the safety performance and economic benefits of anti-liquefaction measures of earth rock dam. This method is applied to a practical project, and nine controlling design parameters of the platform and the foundation excavation replacement are optimized by using the Archive-based Micro-Genetic Algorithm (AMGA). The results show that compared with the original scheme, the horizontal displacement gradient of upstream and downstream dam slope decreased by 16.59% and 24.33%, the seismic settlement of the dam crest is reduced by 21.03%, and the project cost reduced by 18.53%. The proposed model and method provide a new way to reduce the liquefaction of earth rock dam foundation. © 2020, China Water Power Press. All right reserved.
引用
收藏
页码:1462 / 1472
相关论文
共 50 条
  • [31] Multi-Objective Stochastic Optimization Programs for a Non-Life Insurance Company under Solvency Constraints
    Kaucic, Massimiliano
    Daris, Roberto
    RISKS, 2015, 3 (03): : 390 - 419
  • [32] Test suite optimization under multi-objective constraints for software fault detection and localization: Hybrid optimization based model
    Freeda, Adline R.
    Rajendran, Selvi P.
    WEB INTELLIGENCE, 2024, 22 (02) : 151 - 166
  • [33] Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty
    Inatsu, Yu
    Takeno, Shion
    Hanada, Hiroyuki
    Iwata, Kazuki
    Takeuchi, Ichiro
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238, 2024, 238
  • [34] Approximation based fuzzy multi-objective models with expected objectives and chance constraints: Application to earth-rock work allocation
    Xu, Jiuping
    Zhou, Xiaoyang
    INFORMATION SCIENCES, 2013, 238 : 75 - 95
  • [35] Modeling, analysis and multi-objective optimization of an industrial batch process for the production of tributyl citrate
    Fonseca, Juan D.
    Latifi, Abderrazak M.
    Orjuela, Alvaro
    Rodriguez, Gerardo
    Gil, Ivan D.
    COMPUTERS & CHEMICAL ENGINEERING, 2020, 132
  • [36] Numerical modeling and multi-objective optimization of direct absorption solar collectors using mono and hybrid nanofluids
    Hachicha, Ahmed Amine
    Said, Zafar
    JOURNAL OF CLEANER PRODUCTION, 2023, 414
  • [37] Design Improvement by Sensitivity Analysis Under Interval Uncertainty Using Multi-Objective Optimization
    Hamel, J.
    Li, M.
    Azarm, S.
    JOURNAL OF MECHANICAL DESIGN, 2010, 132 (08) : 0810101 - 08101010
  • [38] Crashworthiness analysis and multi-objective optimization for honeycomb structures under oblique impact loading
    Ma, Fangwu
    Liang, Hongyu
    Pu, Yongfeng
    Wang, Qiang
    Zhao, Ying
    INTERNATIONAL JOURNAL OF CRASHWORTHINESS, 2022, 27 (04) : 1128 - 1139
  • [39] Crashworthiness analysis and multi-objective optimization of spatial lattice structure under dynamic compression
    Xie, Chong
    Wang, Dengfeng
    Zong, Ling
    Kong, Dewen
    INTERNATIONAL JOURNAL OF IMPACT ENGINEERING, 2023, 180
  • [40] Modeling of non-linear relations among different design evaluation measures for multi-objective design optimization
    Yang, H.
    Xue, D.
    Tu, Y. L.
    Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2005, Vol 2, Pts A and B, 2005, : 253 - 263