Artificial neural networks and genetic algorithm for bearing fault detection

A study is presented to compare the performance of three types of artificial neural network (ANN), namely, multi layer perceptron (MLP), radial basis function (RBF) network and probabilistic neural network (PNN), for bearing fault detection. Features are extracted from time domain vibration signals,...

Full description

Journal Title: Soft Computing Vol. 10; no. 3; pp. 264 - 271
Authors: Biswanath Samanta, K. R Al-Balushi, S. A Al-Araimi
Format: Article
Language: English
Published: Feb 2006