Condition Monitoring of Pneumatic Drive Systems Based on the AI Method Feed-Forward Backpropagation Neural Network

Condition Monitoring of Pneumatic Drive Systems Based on the AI Method Feed-Forward Backpropagation Neural Network

Machine condition monitoring is used in a variety of industries as a very efficient strategy for equipment maintenance. This paper presents a study on monitoring a pneumatic system using a feed-forward backpropagation neural network as a classifier and compares the results obtained with different se...

Full description

Bibliographic Details
Main Authors: Monica Tiboni, Carlo Remino
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
diagnostics
classification
vibration signals
pneumatic actuators
spectral analysis
Online Access:https://www.mdpi.com/1424-8220/24/6/1783

Internet

https://www.mdpi.com/1424-8220/24/6/1783

Similar Items