Reliability Assessment for Time-Dependent Behaviour of Soft Soils Considering Cross Correlation between Visco-Plastic Model Parameters
Autor: | Hadi Khabbaz, Behzad Fatahi, Thu Minh Le, Mehrnaz Alibeikloo |
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Rok vydání: | 2021 |
Předmět: |
021110 strategic
defence & security studies 021103 operations research Cross-correlation Strategic Defence & Security Studies Settlement (structural) Coefficient of variation Mathematical analysis 0211 other engineering and technologies 02 engineering and technology Industrial and Manufacturing Engineering Standard deviation Pore water pressure Log-normal distribution Asymptote 01 Mathematical Sciences 09 Engineering 15 Commerce Management Tourism and Services Safety Risk Reliability and Quality Random variable Mathematics |
Zdroj: | Reliability Engineering & System Safety. 213:107680 |
ISSN: | 0951-8320 |
DOI: | 10.1016/j.ress.2021.107680 |
Popis: | An elastic visco-plastic creep model was combined with the Monte-Carlo probabilistic method incorporating multivariate copula and nonlinear analysis to investigate the effects of uncertainties in the elastic visco-plastic model parameters on time-dependent settlement and the distribution of excess pore water pressure in soft soils under applied loads. The elastic-plastic model parameter ( λ / V ) and creep coefficient ( ψ 0 / V ) were considered as random variables with lognormal distribution while considering the cross correlation between these two random variables. When λ / V and ψ 0 / V were used as random variables, the coefficient of variation of time-dependent deformation gradually decreased approximately 25% over time until reaching an asymptote. By adopting over 50 years of monitoring data from the case study of Vasby test fill and results from the settlement ratio, the most appropriate cross correlation coefficient between selected random variables was introduced. The results revealed that increasing the cross correlation coefficient between λ / V and ψ 0 / V increased the standard deviation and the coefficient of variation of settlement up to 40%. Meanwhile, the corresponding statistical features for the predicted excess pore water pressure decreased as the cross correlation coefficient increased. This study also provides a practical insight into selecting the most suitable cross correlation coefficient between elastic visco-plastic model parameters, while adopting reliability-based design approach that captures the time-dependent deformation of embankments and structures built on soft soils. |
Databáze: | OpenAIRE |
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