Transmission Condition Monitoring of 3D Printers Based on the Echo State Network

Transmission Condition Monitoring of 3D Printers Based on the Echo State Network

Three-dimensional printing quality is critically affected by the transmission condition of 3D printers. A low-cost technique based on the echo state network (ESN) is proposed for transmission condition monitoring of 3D printers. A low-cost attitude sensor installed on a 3D printer was first employed...

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Bibliographic Details
Main Authors: Shaohui Zhang, Kun He, Diego Cabrera, Chuan Li, Yun Bai, Jianyu Long
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Applied Sciences
Subjects:
echo state networks
condition monitoring
3D printer
machine learning
feature extraction
Online Access:https://www.mdpi.com/2076-3417/9/15/3058

Internet

https://www.mdpi.com/2076-3417/9/15/3058

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