Quantitative evaluation of influence of the soil transportation mode on the excavation efficiency for a shield tunnel based on the Markov chain

Author:

Bai Zhiqiang1,Yang Zhiyong1,Jiang Yusheng1,Gao Hongji2,Sun Zhengyang1,Sun Wei2

Affiliation:

1. School of Mechanics and Civil Engineering, China University of Mining and Technology (Beijing), Beijing, China

2. China Railway 14th Bureau Group Co., Ltd., Jinan, Shandong, China

Abstract

The earth pressure balance (EPB) shield tunneling efficiency is greatly affected by the choice of soil transport mode. In this study, the influence of two soil transport modes, such as the continuous belt conveyor and rail train, on the efficiency of shield excavation was analyzed using the Markov chain model. A method was proposed to define the ideal and non-ideal excavation states and quantitatively evaluate the excavation efficiency of the two soil transportation modes of the EPB shield. Based on this model framework, a profitable Markov chain model was established to predict the expected profits of the two soil transportation modes. The Beijing Metro New Airport Line first-phase project was used as a case study to verify the model established. The results show that under the same conditions, the continuous belt conveyor soil transport mode can have a higher excavation efficiency and expected profit. This advantage gradually increases over time.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

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