Applications of machine vision in coal mine fully mechanized tunneling faces: a review

Y Du, H Zhang, L Liang, J Zhang, B Song - IEEE Access, 2023 - ieeexplore.ieee.org
The realization of intelligent mining is the only method for realizing high-quality development
in the coal industry. As the forefront working link in mine production, achieving automatic …

Vision and inertial navigation combined-based pose measurement method of cantilever roadheader

J Wan, X Zhang, C Zhang, W Yang, M Lei, Y Du… - Sustainability, 2023 - mdpi.com
Pose measurement of coal mine excavation equipment is an important part of roadway
excavation. However, in the underground mining roadway of coal mine, there are some …

Multiscale variational autoencoder aided convolutional neural network for pose estimation of tunneling machine using a single monocular image

H Wu, S Liu, C Cheng, S Cao, Y Cui… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rising demand of underground construction, intelligent tunneling techniques have
been increasingly studied to improve the safety and efficiency of construction. The self …

Research on visual positioning of a roadheader and construction of an environment map

W Zhang, G Zhai, Z Yue, T Pan, R Cheng - Applied Sciences, 2021 - mdpi.com
The autonomous positioning of tunneling equipment is the key to intellectualization and
robotization of a tunneling face. In this paper, a method based on simultaneous localization …

Research on positioning method of coal mine mining equipment based on monocular vision

R Yu, X Fang, C Hu, X Yang, X Zhang, C Zhang… - Energies, 2022 - mdpi.com
In view of the insufficient characteristics and depth acquisition difficulties encountered in the
process of uniocular vision measurement, the posture measurement scheme of tunneling …

Staring laser situation awareness technology with wide-FOV and high-angle positioning accuracy based on two-dimensional grating and two-channels

R Zhang, Z Zhang, Z Wang - Measurement, 2025 - Elsevier
Current and future battlefields face the emerging threat of laser weapon development.
Existing laser situation awareness technology cannot provide simultaneous operation of …

Drilling Path Planning of Rock-Drilling Jumbo Using a Vehicle-Mounted 3D Scanner

Y Li, P Peng, H Li, J Xie, L Liu, J Xiao - Sustainability, 2023 - mdpi.com
Achieving intelligent rock excavation is an important development direction in underground
engineering construction. Currently, some rock-drilling jumbos are able to perform …

A noncontact cutterhead dynamic coordinate measurement method for double-shield TBM guidance based on photographic imaging

Z Huang, Y Xu, W Du, E Cheng, Q Yan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article presents a novel noncontact real-time dynamic coordinate measurement method
based on photographic imaging for double-shield tunnel boring machine (TBM) guidance …

Establishment of a Coal Mine Roadway Model Based on Point Cloud Feature Matching

J Yang, W Luo, Y Zhang, B Chang… - Mathematical …, 2022 - Wiley Online Library
A coal mine roadway is a longitudinally limited space with curves and branches, low
illumination and high humidity, a large amount of dust, and an unstructured terrain …

RCEAU-Net: Cascade Multi-Scale Convolution and Attention-Mechanism-Based Network for Laser Beam Target Image Segmentation with Complex Background in …

W Yang, Y Wang, X Zhang, L Zhu, Z Ren, Y Ji, L Li… - Sensors, 2024 - mdpi.com
Accurate and reliable pose estimation of boom-type roadheaders is the key to the forming
quality of the tunneling face in coal mines, which is of great importance to improve tunneling …