Application of ANN-PSO algorithm based on FDM numerical modelling for back analysis of EPB TBM tunneling parameters
Author:
Affiliation:
1. Faculty of Mining, Petroleum & Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran
2. Faculty of Mining Engineering, Sahand University of Technology, Tabriz, Iran
3. BGC Engineering Inc, Vancouver, Canada
Publisher
Informa UK Limited
Subject
Civil and Structural Engineering,Environmental Engineering
Link
https://www.tandfonline.com/doi/pdf/10.1080/19648189.2020.1795725
Reference55 articles.
1. Bilal, N. (2014). Implementation of Sobol’s method of global sensitivity analysis to a compressor simulation model. International conference, Purdue University.
2. Selecting parameters to optimize in model calibration by inverse analysis
3. Campolongo, F., Cariboni, J. and Salteli, A. 2007. An effective screening design for sensitivity analysis of large models. Enviromental Modelling and Software. 22(10),1509–1518.
4. A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Automated position control of tunnel boring machine during excavation using deep reinforcement learning considering spatial-temporal dynamics;Applied Soft Computing;2024-09
2. Back analysis of rock mass parameters in tunnel engineering using machine learning techniques;Computers and Geotechnics;2023-11
3. Analysis and prediction of the river levee settlement derived from shield tunneling considering the excavation face stability;Acta Geotechnica;2023-10-20
4. A Novel Back-Analysis Approach for the External Loads on Shield Tunnel Lining in Service Based on Monitored Deformation;Structural Control and Health Monitoring;2023-06-27
5. 3D numerical simulation of TBM excavation for predicting surface settlements - state of the art;Expanding Underground - Knowledge and Passion to Make a Positive Impact on the World;2023-04-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3