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5. Predicting TBM penetration rate in hard rock condition:A comparative study among six XGB-based metah

Predicting TBM penetration rate in hard rock condition:A comparative study among six XGB-based metah

来源 :地学前缘:英文版 | 被引量 : 0次 | 上传用户：hether_yan

【摘 要】

：

A reliable and accurate prediction of the tunnel boring machine(TBM)performance can assist in minimizing the relevant risks of high capital costs and in schedul

【作 者】

：

Jian Zhou Yingui Qiu Danial Jahed Armaghani Wengang Zhang Chuanqi Li Shuangli Zhu Reza Tarinejad 

【机 构】

：

SchoolofResourcesandSafetyEngineering,InstituteofResearchandDevelopment,SchoolofCivilEngineering,Fac

【出 处】

：

地学前缘:英文版

【发表日期】

：

2021年3期

【关键词】

：

TBM penetration rate Hard rock XGB-based hybrid model Predictive model Metaheuri 

【基金项目】

：

funded by the National Science Foundation of China(41807259),the Innovation-Driven Project of Central South University(No.2020CX040),the Shenghua Lieying Program of Central South University(Principle

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A reliable and accurate prediction of the tunnel boring machine(TBM)performance can assist in minimizing the relevant risks of high capital costs and in scheduling tunneling projects.This research aims to develop six hybrid models of extreme gradient boos

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