Health Monitoring for Balancing Tail Ropes of a Hoisting System Using a Convolutional Neural Network

Health Monitoring for Balancing Tail Ropes of a Hoisting System Using a Convolutional Neural Network

With the arrival of the big data era, it has become possible to apply deep learning to the health monitoring of mine production. In this paper, a convolutional neural network (CNN)-based method is proposed to monitor the health condition of the balancing tail ropes (BTRs) of the hoisting system, in...

Full description

Bibliographic Details
Main Authors: Ping Zhou, Gongbo Zhou, Zhencai Zhu, Chaoquan Tang, Zhenzhi He, Wei Li, Fan Jiang
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Applied Sciences
Subjects:
health monitoring
hoisting system
balancing tail ropes
convolutional neural network
image processing
ANN-BP
Online Access:http://www.mdpi.com/2076-3417/8/8/1346

Internet

http://www.mdpi.com/2076-3417/8/8/1346

Similar Items