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Updated: Dec 7, 2025

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Leveraging IIoT to Improve Machine Safety in the Mining Industry.
Summary
Mine workers face machinery accidents due to improper lockout/tagout (LOTO) procedures. NIOSH is developing an Internet of Things (IoT) system for intelligent machine monitoring to enhance LOTO safety and prevent accidents.
Area of Science:
- Occupational Safety and Health
- Industrial Engineering
- Internet of Things (IoT)
Background:
- Machinery-related accidents pose significant risks to mine workers annually.
- Inadequate or improper use of lockout/tagout (LOTO) procedures is a common factor in these incidents.
- There is a critical need for advanced safety methods to monitor hazardous areas, document maintenance, and prevent unexpected machinery startup.
Purpose of the Study:
- To introduce the National Institute for Occupational Safety and Health's (NIOSH) research on applying Internet of Things (IoT) technologies.
- To develop an intelligent machine monitoring system integrated into a comprehensive LOTO program.
- To mitigate machinery-related accidents in mining operations through enhanced safety protocols.
Main Methods:
- Implementation of a two-phase IoT-based intelligent machine monitoring system.
- Phase one: Installation of a proof-of-concept system at a concrete batch plant.
- Phase two: System scale-up with additional sensors, safety/performance metrics, proximity detection, and predictive failure analysis.
Main Results:
- The study details the design and planned implementation of an IoT system for LOTO procedures.
- Proof-of-concept deployment will validate system functionality in a real-world mining environment.
- Future phases aim to enhance monitoring capabilities and introduce predictive maintenance features.
Conclusions:
- IoT technology offers a promising solution for intelligent machine monitoring within LOTO programs.
- The proposed system aims to improve safety by enhancing hazard monitoring and maintenance oversight.
- This research seeks to significantly reduce machinery-related accidents and improve worker safety in the mining industry.
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