A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation

Xianlei Fu a, Yue Pan b, Limao Zhang c

a    School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore

b    Shanghai Key Laboratory for Digital Maintenance of Buildings and Infrastructure, Department of Civil Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China

c    School of Civil and Hydraulic Engineering, National Center of Technology Innovation for Digital Construction, Huazhong University of Science and Technology, 1037 Luoyu Road, Hongshan District Wuhan, Hubei 430074, China

https://www.sciencedirect.com/science/article/abs/pii/S095741742302479X