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
Recommended Citation
Javadpour, R., & Knapp, G. (2003). A fuzzy neural network approach to machine condition monitoring. Computers and Industrial Engineering, 45 (2 SPEC.), 323-330. https://doi.org/10.1016/S0360-8352(03)00039-1