[HTML][HTML] Integration of artificial intelligence (AI) with sensor networks: Trends, challenges, and future directions

A Benfradj, A Thaljaoui, T Moulahi, RU Khan… - Journal of King Saud …, 2024 - Elsevier
Wireless sensor networks (WSNs) have become widely ubiquitous deployed in many
application domains over the past few decades. Classical approaches configure WSNs …

Hybrid CNN-LSTM and IoT-based coal mine hazards monitoring and prediction system

P Dey, SK Chaulya, S Kumar - Process Safety and Environmental …, 2021 - Elsevier
IoT-enabled sensor devices and machine learning methods have played an essential role in
monitoring and forecasting mine hazards. In this paper, a prediction model has been …

Comparative study of multiple machine learning algorithms for risk level prediction in goaf

B Zhang, S Hu, M Li - Heliyon, 2023 - cell.com
With the acceleration of the mining process, the goaf has become one of the main sources of
danger in underground mines, seriously threatening the safe production of mines. To make …

IoT-Enabled Methane Monitoring and LSTM-Based Forecasting System for Enhanced Safety in Underground Coal Mining

S Paty, A Biswas, S Djebali, G Guerard… - ACM Transactions on …, 2025 - dl.acm.org
Ensuring safety in the mining industry is a critical concern for a nation's industrial
advancement. Industry 4.0, characterized by the integration of advanced technologies, is at …

[PDF][PDF] Harmful gases detection using artificial neural networks of the environment

P Rai, SH Saeed, SO Mishra - Indonesian Journal of Electrical …, 2023 - academia.edu
This work describes a small, low-cost electronic nose device which can detect harmful
substances that can harm human health, such as flammable gas like acetone, ethanol …

Development of a communication system for underground mining informatization leading to smart mining: a comparison of wi-fi ad hoc and wi-fi direct

H IKEDA, D MALGAZHDAR, T SHIONOIRI… - International Journal of …, 2022 - jstage.jst.go.jp
The enclosed space of an underground mining operation has issues, safety and productivity
are concerns of utmost importance. As the danger increases as it goes deeper, there is a …

On IoT based Underground Mine Environment Monitoring Systems

SC Bakshi, A Pramanik, GC Roy… - Proceedings of the 26th …, 2025 - dl.acm.org
Underground coal mines (UCMs) environment is has a hazardous environment because of
the presence of different toxic and inflammable gases. In UCMs, the presence of trapped …

Efficient Real-Time Monitoring and Fire Prevention Strategies in Bord-and-Pillar Coal Mines Utilizing Wireless Sensor Networks

A Bhat, AV Bhardwaj, NS Kotian… - … Conference on Data …, 2024 - ieeexplore.ieee.org
The Bord and Pillar method is widely used in underground coal mining, poses significant
risks such as fire outbreaks, necessitating prompt detection to protect both mineral resources …

Comparative Analysis of IoT Architectures for Mine Environmental Monitoring: A Literature Review and Evaluation

S Chihana, J Mbale… - … of International Conference …, 2023 - ictjournal.icict.org.zm
The viability of mining operations and the safety of communities depend on environmental
monitoring. This study looks at different Internet of Things architectures that are used to …

Design and application of mixed natural gas monitoring system using artificial neural networks

J Wang, B Li, B Lei, P Ma, S Lian, N Wang, X Li, S Lei - Sensors, 2021 - mdpi.com
Natural gas component analysis is one of the significant technologies in the exploitation and
utilization of natural gas. A stable and accurate online natural gas monitoring system is …