Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis

The effective fault diagnosis of rotating machinery is critical to ensure the continuous operation of equipment and is more economical than scheduled maintenance. Traditional signal processing-based and artificial intelligence-based methods, such as wavelet packet transform and support vector mac…