EAN: 9783662537510

TECHNOLOGIEN FÜR DIE INTELLIGENTE AUTOMATION ...

This work proposes the multilayered information fusion system MACRO (multilayer attribute-based
conflict-reducing observation) and the µBalTLCS (fuzzified balanced two-layer conflict solving)
fusion algorithm to reduce the impact of conflicts on the fusion result. In addition  a sensor
defect detection method  which is based on the continuous monitoring of sensor reliabilities 
is presented. The performances of the contributions are shown by their evaluation in the scope
of both a publicly available data set and a machine condition monitoring application under
laboratory conditions. Here  the MACRO system yields the best results compared to
state-of-the-art fusion mechanisms.

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