Trust-region reflective optimisation to obtain soil visco-plastic properties. Issue 2 (18th April 2016)

• Record Type: Journal Article
• Authors: Le, Thu Minh; Fatahi, Behzad
• Is Part Of: Engineering computations. Volume 33:Issue 2(2016)
• Page Start: 410
• Page End: 442
• Publication Date: 2016-04-18
• Subjects: Optimization -- Parameters -- Finite difference -- Soil creep -- Soil settlement -- Trust-region reflective -- Viscoplasticty -- Clays; Computer-aided engineering -- Periodicals; Computer graphics -- Periodicals; 620.00285
• DOI: 10.1108/EC-11-2014-0236
• Languages: English
• ISSNs: 0264-4401

Abstract

Abstract : Purpose: – A non-linear creep function embedded in an elastic visco-plastic (EVP) model can simulate the decrease of creep compression rate with time. It overcomes the limitation of a linear logarithmic creep function, by which creep continuously increases to infinite value as time approaches infinity. However, the determination of the creep model parameters is a challenging task to apply the EVP model. Therefore, the purpose of this paper is to present a new numerical solution to determine the EVP model parameters applying trust-region reflective least square optimisation algorithm and the finite difference scheme to simulate stress-strain behaviour of soft soil. Design/methodology/approach: – In this paper, the developed method is verified against the field case study of Väsby test fill. A set of EVP model parameters is obtained by applying the developed method to the available laboratory consolidation results of Väsby clay. Then, the predictions of settlement and the excess pore water pressure at different depths are compared to the available field measurement. Findings: – The analysis results show the developed method is a reliable tool to evaluate the long-term performance of soft soils under embankments. Practical implications: – Practicing engineers can use the proposed optimisation algorithm to increase the accuracy of the soil visco-plastic model parameters by utilising all laboratory results of several loading stages during and after the dissipation of the excess pore water pressure. Originality/value: – A novel numerical solution to determine the visco-plastic model parameters applying trust-region reflective least square optimisation algorithm has been developed.