Work

Self-supervised contrastive learning with time-frequency consistency for few-shot bearing fault diagnosis

Year: 2025

Type: article

Source: Measurement Science and Technology

DOI: 10.1088/1361-6501/add9b4

Authors: Xiaoyun Gong, Yage Wei, Wenliao Du, Yiyuan Gao, Tengfei Guan

Institution: Zhengzhou University of Light Industry

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Natural Science Foundation of Henan Province, State Key Laboratory of Mechanical System and Vibration

Awards: G143216115, G3433694793, G7776304331

OpenAlex ID: W4410788439

FWCI: 4.181

Cites: 36

Cited by: 11

Related to: 10