K-means-based heterogeneous tunneling data analysis method for evaluating rock mass parameters along a TBM tunnel

Abstract Rapid and accurate judgment of the rock mass condition is the key to guaranteeing the safety and efficiency of tunnel boring machine (TBM) tunneling. This paper proposes a method for evaluating rock mass parameters based on K-means clustering, grouping tunneling areas according to the value...

Full description

Bibliographic Details
Main Authors: Ruirui Wang, Lingli Zhang
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49033-0