Browsing Center for Advanced Manufacturing and Lean Systems by Author "Fernando, Heshan"

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An artificial neural network based on adaptive resonance theory for fault classification on an automated assembly machine

Fernando, Heshan; Surgenor, Brian (Proceedings of the 24th International Conference on Flexible Automation & Intelligent Manufacturing, 2014)

An unsupervised artificial neural network (ANN) based on the ART2-A algorithm is compared to a rule-based method for fault classification on an automated assembly machine. Machine data is collected using three greyscale ...