Multi-Source Information Fusion Fault Diagnosis for Gearboxes Based on SDP and VGG

Multi-Source Information Fusion Fault Diagnosis for Gearboxes Based on SDP and VGG

A decision-level approach using multi-sensor-based symmetry dot pattern (SDP) analysis with a Visual Geometry Group 16 network (VGG16) fault diagnosis model for multi-source information fusion was proposed to realize accurate and comprehensive fault diagnosis of gearbox gear teeth. Firstly, the SDP...

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Bibliographic Details
Main Authors: Yuan Fu, Xiang Chen, Yu Liu, Chan Son, Yan Yang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
SDP
VGG16
DS theory
fault diagnosis
gearbox gears
Online Access:https://www.mdpi.com/2076-3417/12/13/6323

Internet

https://www.mdpi.com/2076-3417/12/13/6323

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