Ensemble All Time-Scale Decomposition Method and Its Application in Bevel Gear Fault Diagnosis

Ensemble All Time-Scale Decomposition Method and Its Application in Bevel Gear Fault Diagnosis

All time-scale decomposition (ATD) is a non-parametric adaptive signal decomposition method, which relies on zero-crossing points and extreme points to jointly construct the baseline, achieving the suppression of modal mixing caused by the proximity of component frequencies. However, ATD is unable t...

Full description

Saved in:

Bibliographic Details
Main Authors:	Zhengyang Cheng, Yu Yang, Chengcheng Duan, Xin Kang, Jianxin Cui
Format:	Article
Language:	English
Published:	MDPI AG 2024-12-01
Series:	Sensors
Subjects:	ensemble all time-scale decomposition noise-assisted technique all time-scale decomposition zero-crossing point gear fault diagnosis
Online Access:	https://www.mdpi.com/1424-8220/25/1/23
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RESEARCH ABOUT FAULT DIAGNOSIS OF BEARING BASED ON INSTRINSIC TIME SCALE DECOMPOSITION AND CONVOLUTIONAL NEURAL NETWORK
by: XIAO JunQing, et al.
Published: (2022-01-01)

Bearing Fault Diagnosis based on Singular Value Decomposition Denoising and Local Characteristic-scale Decomposition
by: Cui Weicheng, et al.
Published: (2016-01-01)

Research on Gear Fault Diagnosis Method based on Local Characteristic Scale Decomposition and Mathematical Morphological Filtering
by: Jiaxing Qi, et al.
Published: (2019-07-01)

An effective electrocardiogram segments denoising method combined with ensemble empirical mode decomposition, empirical mode decomposition, and wavelet packet
by: Yaru Yue, et al.
Published: (2023-06-01)

New marine information network for realizing all-coverage over sea
by: Ruiyang DUAN, et al.
Published: (2019-04-01)

GEAR FAULT IDENTIFICATION OF RVM BASED ON LCD BASE-SCALE ENTROPY
by: CHEN Qing
Published: (2019-01-01)

Fault Diagnosis of Gearboxes based on Time Varying Filter for Empirical Mode Decomposition
by: Lin Jinshan, et al.
Published: (2018-01-01)

Study on the Contrast between Local Characteristic-scale Decomposition and Local Mean Decomposition
by: Cui Weicheng, et al.
Published: (2017-01-01)

Fault Diagnosis of Bearing based on Local Characteristic-scale Decomposition and Base-scale Entropy
by: Zhu Liangming, et al.
Published: (2017-01-01)

Bearing Fault Feature Extraction Method Based on Adaptive Time-Varying Filtering Empirical Mode Decomposition and Singular Value Decomposition Denoising
by: Xuezhuang E, et al.
Published: (2025-01-01)

Gear Fault Diagnosis based on EEMD and Choi-Williams Distribution
by: Xiaoyu Yang, et al.
Published: (2019-04-01)

Weak Feature Extraction of Rolling Bearing Fault Based on Generalized Variational Mode Decomposition
by: Guo Yanfei, et al.
Published: (2023-05-01)

Fault Diagnosis of Wind-turbine Gearboxes based on Fourier Decomposition Method
by: Lin Jinshan, et al.
Published: (2018-01-01)

Compound Fault Feature Extraction of Gearbox with Improved Local Mean Decomposition
by: Huili Chai, et al.
Published: (2019-08-01)

Gear Pitting Fault Diagnosis Based on Improved Variational Modal Decomposition
by: Ganqi Feng, et al.
Published: (2022-08-01)

FAULT DIAGNOSIS METHOD OF ROLLING BEARING BASED ON ICEEMD-FastICA
by: MA WeiPing, et al.
Published: (2024-04-01)

IMPROVEMENT OF LCD METHOD AND ITS APPLICATION TO ROLLING BEARING FAULT DIAGNOSIS
by: LIU Jibiao, et al.
Published: (2016-01-01)

Gear Fault Diagnosis Method based on Variational Modal Decomposition and Symbol Entropy
by: Hongmei Li, et al.
Published: (2019-03-01)

Long-term prediction for VBR video traffic based on wavelet packet decomposition
by: CHEN Jian1, et al.
Published: (2008-01-01)

FAULT DIAGNOSIS METHOD OF ROLLING BEARING BASED ON EEMD-CNN
by: LI SiQi, et al.
Published: (2020-01-01)

Gear Fault Diagnosis based on Variational Mode Decomposition and ANFIS
by: Zheng Xiaoxia, et al.
Published: (2018-01-01)

An evaluation approach to PM2.5 policy effectiveness over South Korea based on a newly proposed scalable spatial decomposition method
by: Jihoon Seo, et al.
Published: (2025-01-01)

Fault Feature Extraction of Rolling Bearing based on Blind Separation Noise Reduction by ITD and KICA
by: Liu Jiahui, et al.
Published: (2018-01-01)

BEARING FAULT DIAGNOSIS METHOD BASED ON MULTI⁃SCALE AND MULTI⁃PATH ENSEMBLE NETWORK
by: QI BoWei, et al.
Published: (2024-08-01)

THE APPLICATION OF LCD AND SWT IN FAULT DIAGNOSIS OF ROLLING BEARING
by: LIU YiYa, et al.
Published: (2019-01-01)

Research of Bearing Compound Fault Diagnosis based on EEMD and Hilbert Envelope Analysis
by: Yan Tianxiao, et al.
Published: (2016-01-01)

FAULT DIAGNOSIS METHOD BASED ON LCD AND MULTIFRACTAL DETREDED FLUCTUATION ANALYSIS
by: YANG Le
Published: (2018-01-01)

Financial time series classification method based on low‐frequency approximate representation
by: Bing Liu, et al.
Published: (2025-01-01)

Fault Diagnosis Method of Bearing based on LCD Cross Approximate Entropy and Relevance Vector Machine
by: Tan Jingjing, et al.
Published: (2017-01-01)

FAULT DIAGNOSIS OF GEARBOX BASED ON ADAPTIVE EEMD AND FAST KURTOGRAM
by: XIANG Wei, et al.
Published: (2022-01-01)

Application of Variational Mode Decomposition based on the FOA and in Bearing Fault Diagnosis
by: Chang Liu, et al.
Published: (2020-05-01)

A Time–Frequency Composite Recurrence Plots-Based Series Arc Fault Detection Method for Photovoltaic Systems with Different Operating Conditions
by: Zhendong Yin, et al.
Published: (2025-01-01)

Gear Fault Diagnosis based on VMD and Generalized Warblet Transform
by: Yang Lin, et al.
Published: (2018-01-01)

BEARING FAULT DIAGNOSIS METHOD BASED ON WINGER DISTRIBUTION AND SINGULAR VALUE DECOMPOSITION
by: QIN HongMao, et al.
Published: (2015-01-01)

Mechanical Fault Diagnosis based on LCD Information Entropy Feature and SVM
by: Zhang Qiantu, et al.
Published: (2015-01-01)

GEAR FAULT DIAGNOSIS BASED ON THE VMD AND MODULATION SPECTRUM INTENSITY DISTRIBUTION
by: ZHANG SuoFeng, et al.
Published: (2019-01-01)

Research on short-term precipitation forecasting method based on CEEMDAN-GRU algorithm
by: Hua Xu, et al.
Published: (2024-12-01)

Design of the Gear Fault Test System based on the Method of Transmission Error Detection
by: Wang Bolei, et al.
Published: (2017-01-01)

Fault Feature Research of Rolling Bearing based on Empirical Mode Decomposition and Principle Component Analysis
by: Zheng Xin
Published: (2016-01-01)

Short-term output prediction of wind-photovoltaic power based on time-frequency decomposition
by: Yangfan Zhang, et al.
Published: (2025-01-01)