Intelligent monitoring module designed for industrial IoT scenarios
- Resource Type
- Conference
- Authors
- Li, Lin; Li, Xun
- Source
- 2023 4th International Conference on Computer Engineering and Intelligent Control (ICCEIC) Computer Engineering and Intelligent Control (ICCEIC), 2023 4th International Conference on. :405-408 Oct, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Temperature sensors
Temperature measurement
Head
Humidity
Real-time systems
Safety
Monitoring
ZigBee
TCP/IP
MQTT
iTop-4412
YOLOv5
- Language
ZigBee wireless sensor network-based industrial monitoring system is demonstrated. The system employs TCP/IP and MQTT protocols to communicate with the web server. It adopts the iTop-4412 development platform as the hub linking the sensor control layer and the application service layer. The improved lightweight YOLOv5 algorithm detects whether workers are wearing helmets and reflective clothing to monitor industrial site safety. Sensors collect temperature and humidity in real-time, and issue commands to the equipment as necessary. Experiments have shown that the system has stable performance and can effectively regulate industrial equipment. It can also monitor temperature and humidity, and determine whether workers wear helmets and reflective clothing.