Hardware Configuration:
Core Controller: Beilai Technology ARMxy Series BL340ARM Industrial Computer
Processor: High-performance ARM processor
Memory: 2GB/4GB
Storage: 16GB/32GB eMMC
Network: Gigabit Ethernet
Interfaces:
RS485
CAN bus
DI (Digital Input)
DO (Digital Output)
RTD (Resistance Temperature Detector Input)
AI (Analog Input)
Sensors:
Vibration sensors
Temperature sensors
Pressure sensors
Flow sensors
Current sensors
Actuators:
Alarms
Indicator lights
Relays
Software Architecture:
Operating System: Linux
Data Acquisition: Industrial protocols such as Modbus, CANopen, etc.
Data Analysis: Machine learning algorithms, statistical analysis
Data Visualization: Web interface, mobile app
System Functions:
Data Acquisition: Real-time collection of equipment operating data, including vibration, temperature, pressure, flow, current, etc., through RS485, CAN, and other interfaces.
Data Transmission: Transmit the collected data to a server or cloud via Ethernet for storage and analysis.
Data Analysis: Use machine learning algorithms and statistical analysis techniques to analyze equipment operating data, identify abnormal patterns, and predict equipment failures.
Fault Warning: When abnormal equipment operation is detected, the system will promptly issue warning information to alert maintenance personnel.
Maintenance Recommendations: Based on equipment operating status and fault prediction results, the system generates maintenance recommendations to guide maintenance personnel in performing preventive maintenance.
Data Visualization: Users can intuitively view equipment operating status, historical data, and fault warning information through a web interface or mobile app.
Advantages:
Real-time Monitoring: Real-time collection of equipment operating data to promptly identify potential faults.
Accurate Prediction: Use machine learning algorithms to accurately predict equipment failures and avoid unexpected downtime.
Cost Reduction: Reduce unplanned downtime and lower maintenance costs.
Improved Efficiency: Optimize maintenance plans and improve maintenance efficiency.
Easy Deployment: Modular design for easy installation and deployment.
Application Scenarios:
Factory production lines
Wind turbine units
Petrochemical equipment
Mining machinery
Rail transit equipment
Conclusion:
The preventive maintenance solution for mechanical equipment based on the Beilai Technology ARMxy Series BL340ARM Industrial Computer can help enterprises achieve real-time monitoring of equipment status, fault prediction, and preventive maintenance, improving equipment operating efficiency, reducing maintenance costs, and ensuring production safety.
