Decision Tree-Based Classification for Planetary Gearboxes’ Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space

Decision Tree-Based Classification for Planetary Gearboxes’ Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space

Monitoring the condition of rotating machinery, especially planetary gearboxes, is a challenging problem. In most of the available approaches, diagnostic procedures are related to advanced signal pre-processing/feature extraction methods or advanced data (features) analysis by using artificial intel...

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Bibliographic Details
Main Authors: Piotr Lipinski, Edyta Brzychczy, Radoslaw Zimroz
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
planetary gearbox
condition monitoring
vibration
spectral analysis
non-stationary operations
multidimensional symptom space
Online Access:https://www.mdpi.com/1424-8220/20/21/5979

Internet

https://www.mdpi.com/1424-8220/20/21/5979

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