Work

MMEVAE: A Time-Varying Rolling Bearing Data Enhancement Method Based on a Multimodal Mechanism Enhanced Variational Autoencoder and Self-Attention Module

Year: 2025

Type: article

Source: IEEE Transactions on Instrumentation and Measurement

DOI: 10.1109/tim.2025.3548772

Authors: Zhenya Wang, Tao Liu, Fengqi Wu, Xing Wu

Institutions: Kunming University of Science and Technology, Shanghai Special Equipment Supervision and Inspection Institute, West Yunnan University of Applied Sciences

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funder: National Natural Science Foundation of China

Award: G312306987

OpenAlex ID: W4409581300

FWCI: 3.136

Cites: 33

Cited by: 8

Related to: 10