Observational method applied to the decision optimizing of foundation method in Kujala Interchange on silty clay subsoil

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Journal ISSN
Volume Title
Conference article in proceedings
Date
2022
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Degree programme
Language
en
Pages
13
739-751
Series
Advances in Transportation Geotechnics IV, Lecture notes in civil engineering, Volume 166
Abstract
Observational method is a powerful approach to dealing with uncertainty in subsoil conditions. In the presented case study, Kujala Interchange, constructing test embankments and applying the observational method enabled to replace many initially planned pile slab foundations with ground-supported road embankments. The residual settlements of these embankments were controlled by means of preloading accompanied with monitoring. This paper demonstrates how a decision tree analysis can be employed to assess the feasibility of constructing the test embankments. The prior probability of acceptable settlements of the ground-supported embankments is estimated for a typical soil profile in Kujala area via Monte Carlo simulation. This prior probability is then updated via monitoring results and Bayes’ theorem. Lastly, the expected costs of each design alternative are derived based on their respective probabilities and the actual cost savings acquired at Kujala Interchange. The results of the decision tree analysis confirm that constructing the test embankments and minimizing the pile foundations were the optimal decision in this case study. In sum, this paper shows how the observational method can be employed to reduce the expected costs and environmental impact of foundation design characterized by significant uncertainty in subsoil conditions. However, it is concluded that besides monetary costs, one should also include non-monetary consequences such as carbon dioxide emissions.
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Keywords
Bayesian updating, decision tree, observational method, road embankment
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Citation
Löfman , M & Korkiala-Tanttu , L 2022 , Observational method applied to the decision optimizing of foundation method in Kujala Interchange on silty clay subsoil . in E Tutumluer , S Nazarian , I Al-Qadi & I I A Qamhia (eds) , Advances in Transportation Geotechnics IV - Proceedings of the 4th International Conference on Transportation Geotechnics Volume 3 . Lecture notes in civil engineering , vol. 166 , Springer , pp. 739-751 , International Conference on Transportation Geotechnics , Virtual, Online , 23/05/2021 . https://doi.org/10.1007/978-3-030-77238-3_56