Fault Diagnosis of Coal Mill Based on Kernel Extreme Learning Machine with Variational Model Feature Extraction

Fault Diagnosis of Coal Mill Based on Kernel Extreme Learning Machine with Variational Model Feature Extraction

Aiming at the typical faults in the coal mills operation process, the kernel extreme learning machine diagnosis model based on variational model feature extraction and kernel principal component analysis is offered. Firstly, the collected signals of vibration and loading force, corresponding to typi...

Full description

Bibliographic Details
Main Authors: Hui Zhang, Cunhua Pan, Yuanxin Wang, Min Xu, Fu Zhou, Xin Yang, Lou Zhu, Chao Zhao, Yangfan Song, Hongwei Chen
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Energies
Subjects:
variational model decomposition
kernel principal component analysis
kernel extreme learning machine
coal mill
fault diagnosis
Online Access:https://www.mdpi.com/1996-1073/15/15/5385

Internet

https://www.mdpi.com/1996-1073/15/15/5385

Similar Items