Assessment of tunnel blasting-induced overbreak: A novel metaheuristic-based random forest approach

B He, DJ Armaghani, SH Lai - Tunnelling and Underground Space …, 2023 - Elsevier
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 …

Numerical investigation into the blasting-induced damage characteristics of rocks considering the role of in-situ stresses and discontinuity persistence

LB Jayasinghe, J Shang, Z Zhao, ATC Goh - Computers and Geotechnics, 2019 - Elsevier
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 …

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 …

Evaluation and interpretation of blasting-induced tunnel overbreak: Using heuristic-based ensemble learning and gene expression programming techniques

Y Qiu, J Zhou, B He, DJ Armaghani, S Huang… - Rock Mechanics and …, 2024 - Springer
Overbreak is a prevalent and detrimental phenomenon in hard rock tunnel excavation that
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 …

Rupture of rock with discontinuities under blasting disturbance: Insights from discrete element method modeling

Y Xue, X Jiang, F Kong, Z Li, H Gong, F Yang… - … Modelling Practice and …, 2022 - Elsevier
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 …

[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 …

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 …

Investigation on directional failure mechanism of tunnel peripheral holes induced by instantaneous expansion

S Guo, Q Zhang, Z Lv, M He, S Jeon, Z Tao, Y Ji… - Engineering Failure …, 2023 - Elsevier
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 …

A status digital twin approach for physically monitoring over-and-under excavation in large tunnels

W Fang, W Chen, PED Love, H Luo, H Zhu… - Advanced Engineering …, 2024 - Elsevier
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 …