Larry Pearlstein

A Study of Deep Neural Networks Transfer Learning For Fault Diagnosis Applications

2021 · Annual Conference of the PHM Society

Intelligent fault diagnosis utilizing deep learning algorithms has been widely investigated recently. Although previous results demonstrated excellent performance, features learned by Deep Neural Networks (DNN) are part of a large black box. Consequently, lack of …