An Evaluation of Gearbox Condition Monitoring Using Infrared Thermal Images Applied with Convolutional Neural Networks

An Evaluation of Gearbox Condition Monitoring Using Infrared Thermal Images Applied with Convolutional Neural Networks

As an important machine component, the gearbox is widely used in industry for power transmission. Condition monitoring (CM) of a gearbox is critical to provide timely information for undertaking necessary maintenance actions. Massive research efforts have been made in the last two decades to develop...

Full description

Bibliographic Details
Main Authors: Yongbo Li, James Xi Gu, Dong Zhen, Minqiang Xu, Andrew Ball
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Sensors
Subjects:
fault diagnosis
infrared thermal imagining
convolutional neural networks
gear faults
vibration method
Online Access:https://www.mdpi.com/1424-8220/19/9/2205

Internet

https://www.mdpi.com/1424-8220/19/9/2205

Similar Items