›› 2017, Vol. 38 ›› Issue (11): 3371-3377.doi: 10.16285/j.rsm.2017.11.037

• Numerical Analysis • Previous Articles     Next Articles

Multi-objective probabilistic inverse analysis of rainfall-induced landslide based on time-varied data

ZHENG Ya-fei1, 2, 4, ZHANG Lu-lu1, 2, 3, ZHANG Jie5, ZHENG Jian-guo6, YU Yong-tang6   

  1. 1. State Key Laboratory of Ocean Engineering, Shanghai Jiaotong University, Shanghai 200240, China; 2. School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiaotong University, Shanghai 200240, China; 3. Collaborative Innovation Center for Advanced Ship and Deep-Sea Exploration (CISSE), Shanghai 200240, China; 4. State Grid Shanghai Electric Power Design Co., Ltd, Shanghai 200001, China; 5. Department of Geotechnical Engineering, Tongji University, Shanghai 200240, China; 6. China Jikan Research Institute of Engineering Investigations and Design Co., Ltd, Xi’an, Shaanxi 710043, China
  • Received:2016-12-05 Online:2017-11-10 Published:2018-06-05
  • Supported by:

    This work was supported by the National Basic Research Program of China, 973 Program (2014CB049100), the National Natural Science Foundation of China (51422905, 41372275, 51679135) and the Top Grade Young Research (Ba Jian) Talent Program by the Organization Department of Central Committee of the CPC.

Abstract: Based on the solid-fluid coupling theory and Bayesian theory, a coupled probabilistic back analysis model is developed for an unsaturated soil slope. A method of multi-objective probabilistic inverse analysis using time-varied data of displacement and pore water pressure is proposed based on Markov chain theory. The results of the multi-objective inverse analysis and single-objective inverse analysis found that the posterior standard deviations of the input parameters obtained by multi-objective inverse analysis are smaller than the single-objective cases. It is also found that the results obtained by single-objective agree with the measurement well but have an unsatisfied prediction on other objectives. Multi-objective inverse analysis could optimize all the objectives simultaneously and the results of inverse analysis can meet well with all the objectives. For the multi-objectives case, 95% uncertainty bounds are narrower than the single-objective cases, and the soil parameters obtained by the multi-objective probabilistic inverse analysis using different types of data are more reasonable, and the prediction using the results of the multi-objective probabilistic inverse analysis is more correct than the single-objective probabilistic inverse analysis results.

Key words: slope, fluid-solid coupling, multi-objectives, probabilistic back analysis

CLC Number: 

  • TU 4

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