Solutions
Rotating Equipment Monitoring Solution
The rotating equipment monitoring solution provided by Taiwan Intelligent Robot Technology is specifically designed for preventive maintenance of rotating equipment in factories in the semiconductor, manufacturing, wafer processing, and electronic industries. Because the water and gas supply in the factory must be operated through rotating equipment. How to effectively manage and monitor the efficiency of rotating equipment and provide early warning of faults are very important aspects in the industry.
The rotating equipment is composed of PID controller, frequency converter and rotating motor. This solution uses edge computing and IoT technologies to continuously monitor and optimize the operation and performance of rotating equipment.
The rotating equipment monitoring solution combines the following four core technologies:
- Broadband low-noise sensor
- Dynamic noise reduction AI algorithm
- State prediction AI algorithm
- Embedded AI edge computing
It has successfully solved the problems of vibration main frequency detection and vibration model prediction that were difficult to achieve in complex environmental noise in the past, and can grasp the health status of production equipment in advance, thereby achieving the goal of improving productivity and competitiveness.
Product benefits
- Prevent unexpected shutdowns
- Stabilize and increase equipment computing efficiency
- Reduce maintenance time
- Reduce maintenance costs
- Prevent premature aging
- Extend the service life of equipment
- Improve process and production efficiency
Feature Highlights
- PID automatic regulation
- Frequency converter fault prediction
- Failure prediction of rotating equipment
- Model optimization learning system
- Visual management system interface
- Edge analysis instant alarm notification
- Continuous optimization of model learning
- Search and download detection tasks
Application scenarios
Factory rotor system
Pure water equipment
Large motor
Exhaust equipment
Vacuum equipment
Air conditioning equipment
Pump
Ice water machine
Industrial application
Electronic manufacturing industry
Semiconductor industry
Panel factory
Plastic industry
Heavy industry
Petrochemical industry
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