Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM

Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM

Fault diagnosis of rope tension is significantly important for hoisting safety, especially in mine hoists. Conventional diagnosis methods based on force sensors face some challenges regarding sensor installation, data transmission, safety, and reliability in harsh mine environments. In this paper, a...

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Bibliographic Details
Main Authors: Shaohua Xue, Jianping Tan, Lixiang Shi, Jiwei Deng
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Entropy
Subjects:
rope tension
fault diagnosis
permutation entropy
eemd
pso-svm
Online Access:https://www.mdpi.com/1099-4300/22/2/209

Internet

https://www.mdpi.com/1099-4300/22/2/209

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