Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods

Maolin Shi, Xueguan Song, Wei Sun

Tunnel boring machine (TBM) is a complex engineering system widely used for tunnel construction. In view of the complicated construction environments, it is necessary to predict ge…