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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 - 对过程振动进行实时状态监测

借助 ibaInSpectra,可以持续监控任何振动并在早期检测出可能的故障来源。由于 ibaInSpectra 库已集成在 ibaPDA 中,因此不仅可以完成纯振动分析,还可以确定振动效应与过程行为之间的可能关系。


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