While condition monitoring only enables the state of wear to be detected, predictive maintenance can ideally enable a maintenance date to be planned well in advance. This means higher plant availability, reduced costs, longer service life of the drives, and above all no unplanned downtimes – an ideal concept, especially for industrial gear units, as these drive technological heavyweights are often used in highly complex plants, in which downtimes would have particularly serious consequences.
Data analysis instead of just data reading
This requires intelligent frequency inverters with integrated PLCs, which can take autonomous decisions and evaluate motor and gear unit status data from virtual and physical sensors. With the aid of virtual sensors based on mathematical algorithms and the PLC which is integrated into the NORD frequency inverter, in combination with the known physical characteristics of the gear oil, the lifespan of the oil can be determined with sufficient accuracy from the calculated drive output which is determined from the measured electrical data. This allows an assessment of the degree of use of the gear oil and the predicted date for the oil change.
Vibration frequencies provide clarity
For industrial gear units, physical temperature and vibration sensors are both economical and advisable. Especially vibration sensors offer a range of advantages. Detailed manufacturers‘ databases exist for all of the bearings which are installed in industrial gear units. These databases contain the characteristic vibration frequencies for all components of each bearing type. The individual frequencies can therefore be clearly identified and attributed to particular components. The frequency spectrum can be analysed on the basis of the time signal or an FFT analysis (Fast Fourier-Transform). This not only enables the ideal or necessary maintenance time to be calculated, it also indicates the location of the fault and which replacement parts are required.
Cloud connection for networked service
The autonomous drive communicates its status data to a secure cloud. There, this data is available for analysis with filter and analysis tools, so that monitoring of the drive units can be carried out from anywhere in the world. The data are transparently presented in a browser-based web interface and the plant can be viewed at a glance in a clear 3D illustration.