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Modelling the performance of EPB shield tunnelling using machine and deep learning algorithms
Authors:Song-Shun Lin  Shui-Long Shen  Ning Zhang  Annan Zhou
Affiliation:Department of Civil Engineering,School of Naval Architecture,Ocean,and Civil Engineering,Shanghai Jiao Tong University,Shanghai 200240,China;MOE Key Laboratory of Intelligent Manufacturing Technology,College of Engineering,Shantou University,Shantou,Guangdong 515063,China;Discipline of Civil and Infrastructure,School of Engineering,Royal Melbourne Institute of Technology(RMIT),Victoria 3001,Australia;Shanghai Key Laboratory for Digital Maintenance of Buildings and Infrastructure,Shanghai Jiao Tong University,Shanghai 200240,China;MOE Key Laboratory of Intelligent Manufacturing Technology,College of Engineering,Shantou University,Shantou,Guangdong 515063,China;Discipline of Civil and Infrastructure,School of Engineering,Royal Melbourne Institute of Technology(RMIT),Victoria 3001,Australia
Abstract:This paper introduces an intelligent framework for predicting the advancing speed during earth pressure balance (EPB) shield tunnelling. Five artificial intelli...
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