Orthogonal numerical analysis of deformation and failure characteristics of deep roadway in coal mines: A case study

X Feng, Z Ding, Q Hu, X Zhao, M Ali, JT Banquando - Minerals, 2022 - mdpi.com
With the development of deep, underground coal mines in China, the failure mechanism of
the rocks surrounding roadways is becoming increasingly complicated and the …

Research on mining maximum subsidence prediction based on genetic algorithm combined with XGBoost model

Z Gu, M Cao, C Wang, N Yu, H Qing - Sustainability, 2022 - mdpi.com
The extreme gradient boosting (XGBoost) ensemble learning algorithm excels in solving
complex nonlinear relational problems. In order to accurately predict the surface subsidence …

[HTML][HTML] Preparation and characterization of a specialized lunar regolith simulant for use in lunar low gravity simulation

R Li, G Zhou, K Yan, J Chen, D Chen, S Cai… - International Journal of …, 2022 - Elsevier
Lunar in-situ resource utilization (ISRU) has been put on the agenda by many countries.
Due to the special material nature and low gravity environment, the lunar regolith …

[HTML][HTML] Identifying Factors Influencing Surface Deformations from Underground Mining Using SAR Data, Machine Learning, and the SHAP Method

K Cieślik, W Milczarek, E Warchala, P Kosydor… - Remote Sensing, 2024 - mdpi.com
The article presents the results of significance analyses of selected mining and geological
variables for an area of underground mining activity. The study area was a region of an …

Asymmetric Deformation Mechanism of Roadway with Continuous Mining and Continuous Backfilling

W Zhu, F Wang, S Chen, D Yin, J Zhou, Z Jie… - Rock Mechanics and …, 2024 - Springer
Continuous mining and continuous backfilling (CMCB) is an effective method to control
surface subsidence and implement resource utilization of solid waste. To address the issue …

Study on the failure characteristics of overburden and the evolution law of seepage field in deep buried thick coal seam under aquifers

Y Li, X Lei, N Wang, Y Ren, X Jin, G Li, T Li, X Ou - Natural Hazards, 2023 - Springer
Water inrush at roof area seriously affects the safety of coal mines. The characteristics of
aquifer and aquiclude at Wutongzhuang Mine are analyzed. Considering the effect of …

Study of ground movement in a mining area with geological faults using FDM analysis and a stacking InSAR method

Z Qin, V Agarwal, D Gee, S Marsh, S Grebby… - Frontiers in …, 2021 - frontiersin.org
Underground coal mining activities and ground movement are directly correlated, and coal
mining-induced ground movement can cause damage to property and resources, thus its …

Application of Machine Learning in Forecasting the Impact of Mining Deformation: A Case Study of Underground Copper Mines in Poland

K Cieślik, W Milczarek - Remote Sensing, 2022 - mdpi.com
Open access to SAR data from the Sentinel 1 missions allows analyses of long-term ground
surface changes. The current data-acquisition frequency of 12 days facilitates the …

Assessment of coal mining land subsidence by using an innovative comprehensive weighted cloud model combined with a PSR conceptual model

C Xu, K Zhou, X Xiong, F Gao - Environmental Science and Pollution …, 2022 - Springer
Research on land subsidence is a global topic. In recent years, the environmental problems
caused by coal mining have received great attention. In particular, mining land subsidence …

Influence of the primary key stratum on surface subsidence during longwall mining

K Wang, J Li, Z Jin - Sustainability, 2022 - mdpi.com
The surface subsidence caused by mining influences the mine environment and
construction safety. In this paper, strata movement and surface subsidence were combined …