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Production System Monitoring Based on Petri Nets Enhanced with Multi-Source Information
Peng Liu1, Xinze Li1, Chenlong Zhang2
1School of Mechanical and Aerospace Engineering, Jilin University, Changchun 130012, China.
Sensors (Basel, Switzerland)
|March 28, 2026
Summary
This study introduces wearable sensors and an enhanced Petri nets model for intelligent manufacturing quality control. This approach offers real-time operational insights, improving automated production monitoring and decision-making.
Area of Science:
- Industrial Engineering
- Manufacturing Systems
- Automation Technology
Background:
- Current manufacturing quality control relies on fixed, costly equipment, lacking operator perspective.
- Existing systems often prioritize visual data over integrated simulation and state detection, causing response delays.
Purpose of the Study:
- To develop a flexible, operator-centric approach for enhanced industrial state perception.
- To create a dynamic modeling and real-time visual representation system for production lines.
Main Methods:
- Implementation of wearable sensing technology for on-site operators.
- Development of a multi-source information-enhanced Petri nets model for dynamic process representation.
Main Results:
- The proposed method provides an intuitive, dynamic, and accurate reflection of real-time production status.
- Successful implementation in a reinforced concrete civil defense door production system.
Conclusions:
- Wearable sensing and enhanced Petri nets improve industrial scenario perception and operational decision-making.
- The approach offers a scalable solution applicable to diverse manufacturing environments.
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