Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xue, Shaohua, Tan, Jianping, Shi, Lixiang, Deng, Jiwei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516639/ https://www.ncbi.nlm.nih.gov/pubmed/33285981 http://dx.doi.org/10.3390/e22020209

Ejemplares similares

Inspection Method of Rope Arrangement in the Ultra-Deep Mine Hoist Based on Optical Projection and Machine Vision
por: Shi, Lixiang, et al.
Publicado: (2021)

Application of ICEEMDAN Energy Entropy and AFSA-SVM for Fault Diagnosis of Hoist Sheave Bearing
por: Kou, Ziming, et al.
Publicado: (2020)

Coal and Rock Hardness Identification Based on EEMD and Multi-Scale Permutation Entropy
por: Liu, Tao, et al.
Publicado: (2021)

A Novel Acoustic Filtering Sensor for Real-Time Tension Monitoring of Hoist Wire Ropes
por: Zhang, Xiaoguang, et al.
Publicado: (2018)

Fault Diagnosis for Analog Circuits by Using EEMD, Relative Entropy, and ELM
por: Xiong, Jian, et al.
Publicado: (2016)

Fault Diagnosis for Rolling Bearings Based on Fine-Sorted Dispersion Entropy and SVM Optimized with Mutation SCA-PSO
por: Fu, Wenlong, et al.
Publicado: (2019)

Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM
por: Ye, Maoyou, et al.
Publicado: (2021)

Recognition of Broken Wire Rope Based on Remanence using EEMD and Wavelet Methods
por: Zhang, Juwei, et al.
Publicado: (2018)

Quantitative Identification of Internal and External Wire Rope Damage Based on VMD-AWT Noise Reduction and PSO-SVM
por: Tian, Jie, et al.
Publicado: (2022)

A Novel Bearing Multi-Fault Diagnosis Approach Based on Weighted Permutation Entropy and an Improved SVM Ensemble Classifier
por: Zhou, Shenghan, et al.
Publicado: (2018)

Time-Shift Multi-scale Weighted Permutation Entropy and GWO-SVM Based Fault Diagnosis Approach for Rolling Bearing
por: Dong, Zhilin, et al.
Publicado: (2019)

Effects of Strand Lay Direction and Crossing Angle on Tribological Behavior of Winding Hoist Rope
por: Chang, Xiang-dong, et al.
Publicado: (2017)

A Rolling Bearing Fault Diagnosis Method Based on EEMD-WSST Signal Reconstruction and Multi-Scale Entropy
por: Ge, Jianghua, et al.
Publicado: (2020)

Fault Detection of Bearing Systems through EEMD and Optimization Algorithm
por: Lee, Dong-Han, et al.
Publicado: (2017)

Composite Multiscale Transition Permutation Entropy-Based Fault Diagnosis of Bearings
por: Guo, Jing, et al.
Publicado: (2022)

Preparation and Tribological Properties of Lanthanum Stearate Modified Lubricating Oil for Wire Rope in a Mine Hoist
por: Zhang, Yewei, et al.
Publicado: (2021)

A Fault Diagnosis Methodology for Gear Pump Based on EEMD and Bayesian Network
por: Liu, Zengkai, et al.
Publicado: (2015)

Research of Planetary Gear Fault Diagnosis Based on Permutation Entropy of CEEMDAN and ANFIS
por: Kuai, Moshen, et al.
Publicado: (2018)

Identification of Multiple Faults in Gearbox Based on Multipoint Optional Minimum Entropy Deconvolution Adjusted and Permutation Entropy
por: Sun, Huer, et al.
Publicado: (2018)

Fault Diagnosis Method for a Mine Hoist in the Internet of Things Environment
por: Li, Juanli, et al.
Publicado: (2018)

Application of Mutual Information-Sample Entropy Based MED-ICEEMDAN De-Noising Scheme for Weak Fault Diagnosis of Hoist Bearing
por: Yang, Fen, et al.
Publicado: (2018)

Wire ropes: tension, endurance, reliability
por: Feyrer, Klaus
Publicado: (2015)

Data Decomposition Techniques with Multi-Scale Permutation Entropy Calculations for Bearing Fault Diagnosis
por: Yasir, Muhammad Naveed, et al.
Publicado: (2018)

Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks
por: Li, Hongmei, et al.
Publicado: (2020)

Use of Composite Multivariate Multiscale Permutation Fuzzy Entropy to Diagnose the Faults of Rolling Bearing
por: Yuan, Qiang, et al.
Publicado: (2023)

A Modular Spectrum Sensing System Based on PSO-SVM
por: Cai, Zhuoran, et al.
Publicado: (2012)

Hybrid PSO–SVM algorithm for Covid-19 screening and quantification
por: Sheela, M. Sahaya, et al.
Publicado: (2022)

Percussion and PSO-SVM-Based Damage Detection for Refractory Materials
por: Yang, Dan, et al.
Publicado: (2023)

The Performance Analysis of PSO-ResNet for the Fault Diagnosis of Vibration Signals Based on the Pipeline Robot
por: Yu, Zhaotao, et al.
Publicado: (2023)

On Rényi Permutation Entropy
por: Gutjahr, Tim, et al.
Publicado: (2021)

A PSO-Based Hybrid Metaheuristic for Permutation Flowshop Scheduling Problems
por: Zhang, Le, et al.
Publicado: (2014)

Fault Diagnosis for Rolling Element Bearings Based on Feature Space Reconstruction and Multiscale Permutation Entropy
por: Zhang, Weibo, et al.
Publicado: (2019)

The Optimized Multi-Scale Permutation Entropy and Its Application in Compound Fault Diagnosis of Rotating Machinery
por: Wang, Xianzhi, et al.
Publicado: (2019)

Hierarchical Amplitude-Aware Permutation Entropy-Based Fault Feature Extraction Method for Rolling Bearings
por: Li, Zhe, et al.
Publicado: (2022)

Hoisting the flag
Publicado: (1986)

Cell Group Recognition Method Based on Adaptive Mutation PSO-SVM
por: Wang, Yue, et al.
Publicado: (2018)

EEMD-Based Steady-State Indexes and Their Applications to Condition Monitoring and Fault Diagnosis of Railway Axle Bearings
por: Yi, Cai, et al.
Publicado: (2018)

Optimized Adaptive Local Iterative Filtering Algorithm Based on Permutation Entropy for Rolling Bearing Fault Diagnosis
por: Lv, Yong, et al.
Publicado: (2018)

Fault Recognition of Rolling Bearings Based on Parameter Optimized Multi-Scale Permutation Entropy and Gath-Geva
por: Wang, Haiming, et al.
Publicado: (2021)

Composite Multivariate Multi-Scale Permutation Entropy and Laplacian Score Based Fault Diagnosis of Rolling Bearing
por: Ying, Wanming, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_d2umqvmc4e85dnvf9afug33svr