Condition Monitoring
Whether retrofitting or predictive maintenance model, we develop the right monitoring strategy for your system together with you.
The measurement data acquisition and control of most of our test benches is realised via LabView, a software environment that is well suited to automation and control tasks. This specialist knowledge and our sensor expertise can also be applied well outside the laboratory, so that we can develop and implement monitoring strategies with you for your existing test systems and production applications.
Hydrodynamic Journal Bearing Test
The videos show a radial plain bearing test in which the lubrication was deactivated after initial lubrication. On the left, structure-borne noise emissions in polar coordinates in time lapse and in regular test duration as FFT and waterfall diagram on the right. Clearly recognisable in both - the increasing AE intensity with increasing lack of lubrication.
Intelligent Data Analysis for Testing and Maintenance
We are also no strangers to statistical models and machine learning approaches - from time series forecasting to image recognition and classification algorithms to anomaly detection, we are happy to offer you our data analysis expertise to support your testing and maintenance tasks.
Overview of vibration data for cluster formation, classification of inadequate lubrication, automated anomaly detection or automated failure prediction in testing.
