#Control and Diagnostic Systems #Predictive maintenance #Diagnostics
Project's goal
Predictive maintenance
Results
Description of solution
There are occasional failures of carrier drives on the UBS line in the Kvasiny Paint Shop. So far, the production line has been without any predictive system to warn of any imminent failure. That is why our colleagues from Kvasiny contacted us with a request for help. So we offered them to use thermo-diagnostics as an option, which we have developed ourselves at Škoda FabLab. We can detect the rising temperature of a drive with this system, and so provide a timely warning of an impending failure.
The temperature of the UBS line carrier drives at the Kvasiny Paint Shop is measured at present by using this standard thermo-diagnostic system by Škoda FabLab. The system consisting of two thermal cameras stores the maximum, minimum and the differential temperature in the database, and based on the data evaluation, the maintenance team is warned in time that a drive failure is imminent. Data is being collected on this line, which will be used to set the limits for this condition monitoring measurement. After completing the data collection and collecting tens of thousands of measured values, we were able to define the maximum limit of 29.7 °C for the condition monitoring diagnostic system (see the attached photo).
Benefits
- Verification and deployment of an automatic method of predictive maintenance
- Savings by measurement of around 20 thousand EUR for the Proof of Concept project
- Extended know-how on the possibility of using thermo-diagnostics directly in production facilities
- Further extension to the HRK line is also planned
Project solvers
Ing. Vladislav Andronov
Project Coordinator of Smart Maintenance
Ing. Jan Effenberk
Predictive maintenance and digitization coordinator
Related projects
Thermo-diagnostics of HRK Carrier Drives
October 2021
Verify the use of thermo-diagnostics to detect a carrier drive failure at the HRK line.
Thermo-diagnostics of car production skid conveyor
February 2020
Reduce downtimes on car production skid conveyor caused by wear of supporting and guiding rollers of the skid.