Fault detection and diagnosis using an art-based neural network

• Main Authors: Yap K.S., Au M.T., Lim C.P., Saleh J.M.
• Other Authors: 24448864400
• Format: Conference paper
• Published: Acta Press 2023
• Subjects: Adaptive resonance theory; Fault detection and diagnosis; Network pruning; Rule extraction

The Generalized Adaptive Resonance Theory (GART) network is a neural network model based on the integration of Gaussian ARTMAP and the Generalized Regression Neural Network. It is capable of online learning, and is effective in tackling classification as well as regression tasks, as demonstrated in...