학술논문
An adaptive few-shot fault diagnosis method based on virtual samples generated by fault characteristics of rotating machines
Document Type
Article
Author
Source
In Engineering Applications of Artificial Intelligence October 2024 136 Part B
Subject
Language
ISSN
0952-1976
Abstract
Highlights •The ADFC is proposed to achieve few-shot fault diagnosis.•The common and individual characteristics are combined to generate virtual fault signals.•Two frequency domain features have been proposed to reduce interference.•The ADFC can meet the diagnosis requirements under practical applications.