The Research of Ground Deformation Prediction Neural Network Model on City Underground Construction

Wen Xin Zhu

doi:10.4028/www.scientific.net/AMR.926-930.708

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 926-930The Research of Ground Deformation Prediction...

The Research of Ground Deformation Prediction Neural Network Model on City Underground Construction

Abstract:

This paper sees the underground construction shield tunnel and foundation trench as study object. It has analyzed disturbance mechanism and ground deformation mechanism, which were caused by shield tunnel and building pit construction. Through the system analysis of ground deformation influence factor, it has confirmed main influence factors, like geological environment condition of overall consideration, physical parameter and construction technology. And it has established ground deformation prediction model based on neural network. Then it has made sensitivity analysis of affecting ground deformation factor by neural network hierarchical analytical approach.

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Periodical:

Advanced Materials Research (Volumes 926-930)

Pages:

708-711

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.926-930.708

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Online since:

May 2014

Authors:

Wen Xin Zhu

Keywords:

Neural Network (NN), Round Deformation Prediction, Underground Construction

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