Assessment of tunnel blasting-induced overbreak: A novel metaheuristic-based random forest approach
Overbreak is a detrimental phenomenon caused by tunnel blasting, which can lead to
increased time and cost in the construction schedule. It is very important to establish a model …
increased time and cost in the construction schedule. It is very important to establish a model …
Numerical investigation into the blasting-induced damage characteristics of rocks considering the role of in-situ stresses and discontinuity persistence
This paper presents a 3D coupled Smoothed Particle Hydrodynamics (SPH) and Finite
Element Method (FEM) model, which was developed to investigate the extent of damage …
Element Method (FEM) model, which was developed to investigate the extent of damage …
An AI-powered approach to improving tunnel blast performance considering geological conditions
Y Liu, A Li, F Dai, R Jiang, Y Liu, R Chen - Tunnelling and Underground …, 2024 - Elsevier
In this study, a hybrid model was developed to improve blast performance during tunnel
excavation, which is based on a multilayer perceptron (MLP) and incorporates meta …
excavation, which is based on a multilayer perceptron (MLP) and incorporates meta …
Evaluation and interpretation of blasting-induced tunnel overbreak: Using heuristic-based ensemble learning and gene expression programming techniques
Overbreak is a prevalent and detrimental phenomenon in hard rock tunnel excavation that
escalates construction costs and compromises tunnel structural stability. Therefore, accurate …
escalates construction costs and compromises tunnel structural stability. Therefore, accurate …
Intelligent prediction method for underbreak extent in underground tunnelling
M Tao, Z Hong, H Zhao, M Zhao, D Wang - International Journal of Rock …, 2024 - Elsevier
Underground tunnel excavation using the drill-and-blast method often results in underbreak
occurrences due to improper blasting parameters and complex geological environment. This …
occurrences due to improper blasting parameters and complex geological environment. This …
Rupture of rock with discontinuities under blasting disturbance: Insights from discrete element method modeling
In rock engineering, blasting works are often carried out near the existing underground
caverns, like tunnels, mine roadways and storage caverns. Moreover, the natural fractures …
caverns, like tunnels, mine roadways and storage caverns. Moreover, the natural fractures …
[HTML][HTML] A feature importance-based intelligent method for controlling overbreak in drill-and-blast tunnels via integration with rock mass quality
Y Liu, A Li, S Wang, J Yuan, X Zhang - Alexandria Engineering Journal, 2024 - Elsevier
Optimizing blasting parameters is of paramount importance in minimizing overbreak during
tunneling. Hence, this paper proposed an intelligent approach, which integrates separate …
tunneling. Hence, this paper proposed an intelligent approach, which integrates separate …
Minimization of overbreak in different tunnel sections through predictive modeling and optimization of blasting parameters
Y Liu, A Li, H Zhang, J Wang, F Li, R Chen… - Frontiers in Ecology …, 2023 - frontiersin.org
Engineering projects are confronted with many problems resulting from overbreak in tunnel
blasting, necessitating the optimization of design parameters to minimize overbreak. In this …
blasting, necessitating the optimization of design parameters to minimize overbreak. In this …
Investigation on directional failure mechanism of tunnel peripheral holes induced by instantaneous expansion
Due to the detrimental effects of detonation waves on the stability of surrounding rock, non-
explosive excavation techniques for tunnel peripheral holes have been developed. One …
explosive excavation techniques for tunnel peripheral holes have been developed. One …
A status digital twin approach for physically monitoring over-and-under excavation in large tunnels
Accurate assessments of over-and-under-excavation volumes during tunnel construction are
critical for stability and structural safety. Over-and-under-excavation assessment is typically …
critical for stability and structural safety. Over-and-under-excavation assessment is typically …