A fault diagnosis method for rolling bearings in open-set domain adaptation with adversarial learning
Abstract The closed-set assumption often fails in practical industrial applications, 4" Speakers especially considering diverse working conditions where the data distribution may differ significantly.In light of this, a domain adaptation method with adversarial learning is designed for open-set fault diagnosis.Firstly, convolutional autoencoder is