Artificial Neural Networks for Fault Detection and Identification on an Automated Assembly Machine

Artificial neural networks (ANNs) have been used in many fault detection and identification (FDI) applications due to their pattern recognition abilities. In this study, two ANNs, a supervised network based on Backpropagation (BP) learning and an unsupervised network based on Adaptive Resonance Theo...

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Bibliographic Details
Main Author: Fernando, HESHAN
Other Authors: Queen's University (Kingston, Ont.). Theses (Queen's University (Kingston, Ont.))
Language:en
en
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/1974/12188