A hybrid PSO-ANFIS model for predicting unstable zones in underground roadways

S Mahdevari, MB Khodabakhshi - Tunnelling and Underground Space …, 2021 - Elsevier
The problem of roof failure in underground coal mines is responsible for many fatalities,
injuries, downtimes, and delays in production planning. Currently, the support systems in …

Application of adaptive neuro-fuzzy inference system and differential evolutionary optimization for predicting rock displacement in tunnels and underground spaces

X Zhou, H Nguyen, VT Hung, CW Lee, VD Nguyen - Structures, 2023 - Elsevier
In this paper, the rock displacement phenomenon was investigated to evaluate and prevent
the failure and collapse of tunnels and underground spaces. The historical datasets were …

Intelligent mine safety risk based on knowledge graph: hotspots and frontiers

D Shi, Z Chen, X Zhang, C Xie - Environmental Science and Pollution …, 2024 - Springer
The safety of mining has always been a concern. The occurrence of safety accidents not
only endangers human health, but also causes serious damage to the ecological …

Prediction of the stability of gob‐side entry formation by roof cutting by machine learning‐based models

Y Gao, Q Gai, X Xi, X Zhang… - Energy Science & …, 2023 - Wiley Online Library
Gob‐side entry formation by roof cutting is a new technology for no pillar coal mining, which
can maximize coal resources and reduce roadway drivage ratio. However, the mechanical …

ConvLSNet: A lightweight architecture based on ConvLSTM model for the classification of pulmonary conditions using multichannel lung sound recordings

F Majzoobi, MB Khodabakhshi, S Jamasb… - Artificial Intelligence in …, 2024 - Elsevier
Abstract Characterization of lung sounds (LS) is indispensable for diagnosing respiratory
pathology. Although conventional neural networks (NNs) have been widely employed for the …

System modeling and temperature control for a fuel cell system based on local model networks

Z Sun, Y Shi, Y Wang, Z Chen - International Journal of Green …, 2024 - Taylor & Francis
Fuel cells have been studied for use in stationary power generation and vehicle propulsion
systems. The fuel cell thermal management subsystem is coupled and nonlinear, posing …

Application of deep learning classification model for regional evaluation of roof pressure support evolution effects over time in coal mining face

H Li, X Fu, Y Qin, S Jia - Heliyon, 2024 - cell.com
Hydraulic support leg pressure serves as a crucial indicator for assessing work face support
quality. Current evaluation methods for support quality primarily concentrate on static …

Analysis of Lateral Roof Structure and Stability Control Technology in Island Working Face Mining Roadways

S Yang, Q Li, H Yue, S Yang, J Bi, Y Song - Geotechnical and Geological …, 2024 - Springer
Considering the challenge posed by formidable mining pressure in the exploitation of island
working faces, this study focuses on the control difficulties encountered in mining roadways …

Fuzzy rule-based models via space partition and information granulation

Y Pang, L Wang, Y Liu, J Guo - Neural Computing and Applications, 2022 - Springer
Fuzzy rule-based model (FRBM) has attracted significant attention in various fields due to its
accuracy and high level of interpretability. In this study, two granular Takagi–Sugeno (T–S) …

Numerical Modeling of the Stability of Intersection Resulted from Slope Tunnel and Access Tunnel in Tabas Coal Mine

A Tarakameh, S Mahdevari, K Shahriar - JOURNAL OF ROCK …, 2023 - irsrmjournal.ir
Due to the complexity of the tunnel network design in underground mines, these mines
usually have multiple intersections, the stability of which is of great importance. In this study …