Machine Learning model for Slurry TBMs

Published: 3 March 2025| Version 1 | DOI: 10.17632/r3mjvmmw6r.1
Contributors:
, Iti Agarwal,
, Ramesh Kannan Kandasami

Description

The different ML models (SVR, RF, ET, XGB, LGBM, and CB) are stored as .pkl files and can be loaded into a dictionary for easy access. These optimizers can then be used for predicting the slurry of a TBM PR. The models are trained on Mumbai Coastal Road tunnel project datasets.

Files

Categories

Machine Learning, Tunnel, Road Tunnels, Civil Construction

Licence