Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods

no code implementations • 12 Apr 2021 • Xianjie Gao, Xueguan Song, Maolin Shi, Chao Zhang, Hongwei Zhang

In this paper, based on in-situ TBM operational data, we use the machine-learning (ML) methods to build the real-time forecast models for TBM load parameters, which can instantaneously provide the future values of the TBM load parameters as long as the current data are collected.

BIG-bench Machine Learning