AN EVOLUTIONARY LIFTING SCHEME WAVELET PACKET DECOMPOSITION METHOD FOR MECHANICAL FAULT DETECTION IN ELEVATOR SYSTEMS

Pasquale Arpaia, Ernesto De Matteis, Carlo Manna
Abstract:
The design procedure of a second-generation wavelet packet decomposition, based on an evolutionary approach, is introduced for industrial fault detection. The procedure has been validated by means of an experimental case study for an induction motor used as traction machine in an elevator system. Preliminary results on three mechanical faults related to ball-bearing show encouraging performance.
Download:
IMEKO-TC4-2010-097.pdf
DOI:
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Event details
IMEKO TC:
TC4
Event name:
Instrumentation for the Information and Communication Technology Era
Title:
XVIIth IMEKO TC4 Symposium & 15th International Workshop on ADC Modelling and Testing (together with 3rd IMEKO TC19 Symposium)
Place:
Kosice, SLOVAKIA
Time:
08 September 2010 - 10 September 2010