Detection of Pitting in Gears Using a Deep Sparse Autoencoder
In this paper; a new method for gear pitting fault detection is presented.The presented method is developed based on a deep sparse autoencoder.The method integrates dictionary learning in sparse coding into a stacked autoencoder network.Sparse coding with dictionary learning is viewed as an adaptive feature extraction method for machinery fault dia