Thesis Submission MEng Zhihang Li 25246283 Final.pdf (5.62 MB)
Download file

Application of Deep Neural Network in TBM Parameters Prediction and Tunnel Inspection

Download (5.62 MB)
thesis
posted on 26.04.2021, 11:54 by ZHIHANG LI
This thesis discusses the application of deep neural network in TBM parameters prediction and tunnel inspection. Three different of neural network models with different structures are established and optimized according to different application scenarios. The test results show that these models are feasible.

History

Campus location

Australia

Principal supervisor

Jian Zhao

Additional supervisor 1

Yu Bai

Year of Award

2021

Department, School or Centre

Civil Engineering

Course

Master of Engineering Science (Research)

Degree Type

RESEARCH_MASTERS