[HTML][HTML] A novel coal-rock cutting state identification model based on the Internet of Things

D Song, C Venugopal - International Journal of Cognitive Computing in …, 2023 - Elsevier
The sudden change in the interface between coal-rock mass can lead to the increased
abrasion of picks and the failure rate of mining machinery. The safe and efficient coal-rock …

Research on recognition system of coal-rock cutting state based on CPS perception analysis

Z Meichen, Z Lijuan, W Yadong - Journal of China Coal Society, 2021 - mtxb.com.cn
The recognition of cutting state of coal-rock is the key technology to realize “unmanned”
mining in coal face. In order to realize a real-time perception and accurate judgment of coal …

[HTML][HTML] Analysis and construction of the coal and rock cutting state identification system in coal mine intelligent mining

M Zhang, L Zhao, B Shi - Scientific Reports, 2023 - nature.com
The recognition of cutting state of coal-rock is the key technology to realize “unmanned”
mining in coal face. In order to realized real-time perception and accurate judgment of coal …

Fusion recognition of shearer coal-rock cutting state based on improved RBF neural network and DS evidence theory

L Si, ZB Wang, G Jiang - IEEE Access, 2019 - ieeexplore.ieee.org
Accurate recognition of coal-rock cutting state is a prerequisite for intelligent operation of
shearer, so as to achieve safe and efficient production in coal mines. This paper takes the …

Improved deep learning based multi‐index comprehensive evaluation system for the research on accuracy and real‐time performance of coal gangue particles …

Y Zhang, Y Yang, Q Zeng - Energy Science & Engineering, 2023 - Wiley Online Library
The problems of insufficient recognition accuracy, poor real‐time performance and lack of
consideration of actual working conditions in the process of intelligent construction of coal …

Rock hardness identification based on optimized PNN and multi-source data fusion

Y He, M Tian, J Song, J Feng - Proceedings of the Institution …, 2022 - journals.sagepub.com
To solve the problem that it is difficult to identify the cutting rock wall hardness of the
roadheader in coal mine, a recognition method of cutting rock wall hardness is proposed …

[PDF][PDF] Construction of digital twin system for intelligent mining in coal mines

B Miao, S Ge, Y Guo - J. Mining Sci. Technol, 2022 - pdfs.semanticscholar.org
In order to fulfill the functions of comprehensive perception, real time interconnection,
analysis and decision making, autonomous learning, dynamic prediction and cooperative …

Dynamic coal-rock interface identification based on infrared thermal image characteristics

H Wang, X Huang, X Zhao, Z Liang… - 2019 IEEE 3rd …, 2019 - ieeexplore.ieee.org
In this study, a new method was proposed to identify the coal-rock interface based on
infrared thermal image characteristics during cutting process, which overcomes the problem …

Research on coal gangue recognition based on multi-layer time domain feature processing and recognition features cross-optimal fusion

Y Yang, Y Zhang, Q Zeng - Measurement, 2022 - Elsevier
Accurate and rapid recognition of coal gangue is an important link to realize automatic
mining, which is helpful to improve the efficiency of coal mining and the safety of mining …

A Novel coal-gangue recognition method for top coal caving face based on IALO-VMD and improved MobileNetV2 network

L Si, J Li, Z Wang, D Wei, J Gu, X Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate and rapid recognition of coal and gangue is an important prerequisite for safe and
efficient mining in top coal caving face. In this article, a novel coal-gangue recognition …