A fuzzy neural network approach to machine condition monitoring

Document Type

Conference Proceeding

Publication Date

1-1-2003

Abstract

A fuzzy neural network approach to machine condition monitoring was discussed. The implementation of a predictive neural network for use as an operator's aid in the diagnosis of faults with high prediction accuracy in automated manufacturing environment was analyzed. The testing of network using both simulated time series and real time machine vibration data was also elaborated.

Publication Source (Journal or Book title)

Computers and Industrial Engineering

First Page

323

Last Page

330

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