Real-time analysis and regulation of EPB shield steering using Random Forest-Reference-Cited by-同舟云学术

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Real-time analysis and regulation of EPB shield steering using Random Forest

Published:2019-10 Issue: Volume:106 Page:102860
ISSN:0926-5805
Container-title:Automation in Construction
language:en
Short-container-title:Automation in Construction

Author:

Zhang Pin,Chen Ren-Peng,Wu Huai-Na

Funder

Research Program of Changsha Science and Technology Bureau

National Natural Science Foundation of China

Industrial Technology and Development Program of Zhongjian Tunnel Construction Co., Ltd.

Publisher

Elsevier BV

Subject

Building and Construction,Civil and Structural Engineering,Control and Systems Engineering

Reference53 articles.

1. Estimation of tunnelling-induced settlement by modern intelligent methods;Ahangari;Soils Found.,2015

2. Development of hybrid intelligent models for predicting TBM penetration rate in hard rock condition;Armaghani;Tunn. Undergr. Space Technol.,2017

3. Empirical modeling for predicting excavation performance of EPB TBM based on soil properties;Avunduk;Tunn. Undergr. Space Technol.,2018

4. Comparative study of SVMs and ANNs in aquifer water level prediction;Behzad;J. Comput. Civ. Eng.,2010

5. Modeling the relationship between ground surface settlements induced by shield tunneling and the operational and geological parameters based on the hybrid PCA/ANFIS method;Bouayad;Tunn. Undergr. Space Technol.,2017

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