Anomaly detection & diagnosis
Machining center
ISSUES ADDRESSED
- Machines always available when you need them
- Reduce costs
- Reduce scrap
SOLUTION
- Real-time analysis of historic data with MindSphere
- Identify informative deterioration factors
- Detect deviations: wear-and-tear, overheating, lubrification
- Develop predictive models: detection, diagnosis, prediction
- Real-time tracking of the boring center
Benefit
HR: reduce inspection time with foreseeable need for lubricant
Machine availability: detect axis deviations and detect compressed air leaks
