4.7 Article

A non-probabilistic information-gap approach to rock tunnel reliability assessment under severe uncertainty

Journal

COMPUTERS AND GEOTECHNICS
Volume 132, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.compgeo.2020.103940

Keywords

Rock tunnel stability; Severe uncertainty; Reliability; Non-probabilistic analysis; Information-gap; Robustness function

Funding

  1. National Nature Science Foundation of China [51874354, 52074350, 51674287]

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This paper introduces a non-probabilistic information-gap approach (IGA) for assessing rock tunnel reliability in the face of severely deficient information on rock properties. The IGA is applied in a typical rock tunnel example to quantify uncertainties and assess reliability through an information-gap model and robustness function constructed to address severe lack of information.
This paper presents an information-gap approach (IGA) from a non-probabilistic viewpoint to perform rock tunnel reliability assessment when encountering one particular form of severely deficient information on the variability for the uncertain parameters of rock properties. Such a particular form of severe uncertainty corresponds to the circumstances, where there is nothing available to describe an uncertain rock parameter other than a nominal estimate, with upper and lower error bounds on either side of that estimate unknown. First, a typical rock tunnel example is selected to summarize its deterministic stability modelling. Later, the underlying principles regarding the IGA are elucidated, which involves two key issues. One pertains to the information-gap model built to quantify uncertainty arising from a severe lack of information, and the other is associated with the robustness function constructed to assess reliability in non-probabilistic terms. Further, a step by step procedure in applying the developed IGA in a rock tunnel engineering context is described, and then its applications are illustrated at length with the chosen typical rock tunnel example. This established non-probabilistic IGA, which aims to address rock tunnel reliability problems having severe uncertainty, could be viewed as a potential supplement to the traditional probabilistic method.

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