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Real-time prediction of shield moving trajectory during tunnelling |
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| Authors: | Shen Shui-Long Elbaz Khalid Shaban Wafaa Mohamed Zhou Annan |
| Institution: | 1.MOE Key Laboratory of Intelligence Manufacturing Technology, Department of Civil and Environmental Engineering, College of Engineering, Shantou University, Shantou, 515063, Guangdong, China ;2.Civil and Infrastructure Discipline, School of Engineering, Royal Melbourne Institute of Technology (RMIT), Melbourne, VIC, 3001, Australia ;3.Department of Civil Engineering, Higher Future Institute of Engineering and Technology, El Mansoura, Egypt ;4.Department of Civil Engineering, Misr Higher Institute of Engineering and Technology, El Mansoura, Egypt ; |
| Abstract: | Acta Geotechnica - This paper presents a novel deep learning model for real-time prediction of shield moving trajectory during tunnelling. The proposed model incorporates a wavelet transform (WT)... |
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