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Automatically learn spectral analysis

ibaInSpectra Auto-Adapting module

The auto-adapting module can be used to detect damage to machines, gearboxes and motors as well as quality-related changes in process vibrations already at a very early stage. The self-learning InSpectra module offers optimal protection for systems through automatic monitoring in real time using learned reference values.


Detecting damage at an early stage
 

The auto-adapting module is able to use a series of spectra to learn what the ideal spectrum should look like. The so-called reference spectrum can be learned for various process states, which, for example, relate to different speeds, materials or load areas, etc.

Since ibaInSpectra is seamlessly integrated into ibaPDA, the full ibaPDA connectivity is available to acquire all possible process signals in a system and to be used to define the states. Comparing with the ideal spectrum and the quantification of the deviation allows the end user to detect changes in process behavior at a particularly early stage before quality issues occur. The auto-adapting module also identifies the areas with the biggest deviations.

ibaInSpectra - Manutenzione secondo condizione in tempo reale di vibrazioni di processo

Con ibaInSpectra, tutte le vibrazioni sono monitorate continuamente, consentendo di rilevare prematuramente possibili fonti di errore. ibaInSpectra integrata in ibaPDA consente non solo di eseguire analisi delle vibrazioni pure, ma anche di determinare possibili correlazioni tra possibile gli effetti vibrazionali e il comportamento dei processi.


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