Bearing Fault Diagnosis Using Piecewise Aggregate Approximation and Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
Complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) effectively separates the fault vibration signals of rolling bearings and improves the diagnosis of rolling bearing faults. However, CEEMDAN has high memory requirements and low computational efficiency. In each iteration o...
| Published in: | Sensors |
|---|---|
| Main Authors: | Lei Hu, Ligui Wang, Yanlu Chen, Niaoqing Hu, Yu Jiang |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-09-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/22/17/6599 |
Similar Items
A Synchrosqueezed Transform Method Based on Fast Kurtogram and Demodulation and Piecewise Aggregate Approximation for Bearing Fault Diagnosis
by: Yanlu Chen, et al.
Published: (2024-04-01)
by: Yanlu Chen, et al.
Published: (2024-04-01)
Fault Feature Extraction Method for Rolling Bearings Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Variational Mode Decomposition
by: Lijing Wang, et al.
Published: (2023-11-01)
by: Lijing Wang, et al.
Published: (2023-11-01)
Piecewise nonlinear approximation for non-smooth functions
by: S. Akansha
Published: (2024-08-01)
by: S. Akansha
Published: (2024-08-01)
Rolling Bearings Fault Diagnosis Method Integrating CEEMDAN-SVD and Cepstrum
by: Jinni ZHENG, et al.
Published: (2021-05-01)
by: Jinni ZHENG, et al.
Published: (2021-05-01)
Incipient Fault Feature Enhancement of Rolling Bearings Based on CEEMDAN and MCKD
by: Ling Zhao, et al.
Published: (2023-05-01)
by: Ling Zhao, et al.
Published: (2023-05-01)
ROLLING BEARING FAULT FEATURE EXTRACTION RESEARCH BASED ON IMPROVED CEEMDAN AND RECONSTRUCTION
by: LIANG Kai, et al.
Published: (2019-01-01)
by: LIANG Kai, et al.
Published: (2019-01-01)
WEAK FAULT FEATURE EXTRACTION OF ROLLING BEARING BASED ON PARAMETER OPTIMIZED MOMEDA AND CEEMDAN
by: HAN XueFei, et al.
Published: (2021-01-01)
by: HAN XueFei, et al.
Published: (2021-01-01)
Estimates for Piecewise Linear Approximation of Derivative Functions of Sobolev Classes
by: V. A. Klyachin
Published: (2024-09-01)
by: V. A. Klyachin
Published: (2024-09-01)
Piecewise Monotone Approximation of Unbounded Functions In Weighted Space LP,w([-,])
by: Alaa Adnan, et al.
Published: (2022-07-01)
by: Alaa Adnan, et al.
Published: (2022-07-01)
A Comprehensive Diagnosis Method of Rolling Bearing Fault Based on CEEMDAN-DFA-Improved Wavelet Threshold Function and QPSO-MPE-SVM
by: Yi Wang, et al.
Published: (2021-08-01)
by: Yi Wang, et al.
Published: (2021-08-01)
Stochastic Resonance in Unsaturated Piecewise Nonlinear Bistable System Under Multiplicative and Additive Noise for Bearing Fault Diagnosis
by: Gang Zhang, et al.
Published: (2019-01-01)
by: Gang Zhang, et al.
Published: (2019-01-01)
Adapted B-Spline Quasi-Interpolation for Approximating Piecewise Smooth Functions
by: David Levin, et al.
Published: (2025-06-01)
by: David Levin, et al.
Published: (2025-06-01)
Optimal Piecewise Polynomial Approximation for Minimum Computing Cost by Using Constrained Least Squares
by: Jieun Song, et al.
Published: (2024-06-01)
by: Jieun Song, et al.
Published: (2024-06-01)
A Proximal–Based Algorithm for Piecewise Sparse Approximation with Application to Scattered Data Fitting
by: Zhong Yijun, et al.
Published: (2022-12-01)
by: Zhong Yijun, et al.
Published: (2022-12-01)
Research of Fault Diagnosis Method of Rolling Bearing based on Improved CEEMDAN-TKEO
by: Xia Changfeng
Published: (2017-01-01)
by: Xia Changfeng
Published: (2017-01-01)
BULK THEORY ELASTICITY FINITE ELEMENT BASED ON PIECEWISE CONSTANT APPROXIMATIONS OF STRESSES
by: Yury Tyukalov
Published: (2023-03-01)
by: Yury Tyukalov
Published: (2023-03-01)
Distributed Piecewise Approximation Economic Dispatch for Regional Power Systems Under Non-Ideal Communication
by: Ran Hao, et al.
Published: (2019-01-01)
by: Ran Hao, et al.
Published: (2019-01-01)
Vertical–Horizontal Coupling Vibration of Hot Rolling Mill Rolls under Multi-Piecewise Nonlinear Constraints
by: Rongrong Peng, et al.
Published: (2021-01-01)
by: Rongrong Peng, et al.
Published: (2021-01-01)
Review of Methods, Applications and Publications on the Approximation of Piecewise Linear and Generalized Functions
by: Sergei Aliukov, et al.
Published: (2022-08-01)
by: Sergei Aliukov, et al.
Published: (2022-08-01)
Piecewise linear approximation for identifying wind power ramp events
by: J. Jayalakshmi, et al.
Published: (2023-10-01)
by: J. Jayalakshmi, et al.
Published: (2023-10-01)
ROLLING BEARING FAULT DIAGNOSIS BASED ON ADAPTIVE RCGMVMFE AND MANIFOLD LEARNING
by: LIU WuQiang, et al.
Published: (2022-01-01)
by: LIU WuQiang, et al.
Published: (2022-01-01)
New Algorithm to Solve Mixed Integer Quadratically Constrained Quadratic Programming Problems Using Piecewise Linear Approximation
by: Loay Alkhalifa, et al.
Published: (2022-01-01)
by: Loay Alkhalifa, et al.
Published: (2022-01-01)
Reconstruction of Piecewise Smooth Multivariate Functions from Fourier Data
by: David Levin
Published: (2020-07-01)
by: David Levin
Published: (2020-07-01)
Approximating a Function with a Jump Discontinuity—The High-Noise Case
by: Qusay Muzaffar, et al.
Published: (2024-05-01)
by: Qusay Muzaffar, et al.
Published: (2024-05-01)
FPGA Implementation of a Higher SFDR Upper DDFS Based on Non-Uniform Piecewise Linear Approximation
by: Xuan Liao, et al.
Published: (2023-09-01)
by: Xuan Liao, et al.
Published: (2023-09-01)
fastSW: Efficient Piecewise Linear Approximation of Quaternion-Based Orientation Sensor Signals for Motion Capturing with Wearable IMUs
by: Florian Grützmacher, et al.
Published: (2021-07-01)
by: Florian Grützmacher, et al.
Published: (2021-07-01)
Triangular prism finite element based on piecewise constant stress approximations
by: Tyukalov Yury
Published: (2023-08-01)
by: Tyukalov Yury
Published: (2023-08-01)
Sensor Data Compression Using Bounded Error Piecewise Linear Approximation with Resolution Reduction
by: Jeng-Wei Lin, et al.
Published: (2019-06-01)
by: Jeng-Wei Lin, et al.
Published: (2019-06-01)
An Integrated Complete Ensemble Empirical Mode Decomposition with Adaptive Noise to Optimize LSTM for Significant Wave Height Forecasting
by: Lingxiao Zhao, et al.
Published: (2023-02-01)
by: Lingxiao Zhao, et al.
Published: (2023-02-01)
On approximation of the solutions of delay differential equations by using piecewise constant arguments
by: Istevan Györi
Published: (1991-01-01)
by: Istevan Györi
Published: (1991-01-01)
RESEARCH ON BEARING FAULT DIAGNOSIS BASED ON CEEMDAN FUZZY ENTROPY AND CONVOLUTIONAL NEURAL NETWORK (MT)
by: XIAO JunQing, et al.
Published: (2023-01-01)
by: XIAO JunQing, et al.
Published: (2023-01-01)
Fault Diagnosis of Wind Turbine Bearings Based on CEEMDAN-GWO-KELM
by: Liping Liu, et al.
Published: (2022-12-01)
by: Liping Liu, et al.
Published: (2022-12-01)
Fault Diagnosis Method of Bearing based on LCD Cross Approximate Entropy and Relevance Vector Machine
by: Tan Jingjing, et al.
Published: (2017-01-01)
by: Tan Jingjing, et al.
Published: (2017-01-01)
A Novel Wind Turbine Rolling Element Bearing Fault Diagnosis Method Based on CEEMDAN and Improved TFR Demodulation Analysis
by: Dahai Zhang, et al.
Published: (2024-02-01)
by: Dahai Zhang, et al.
Published: (2024-02-01)
Piecewise Analytical Approximation Methods for Initial-Value Problems of Nonlinear Ordinary Differential Equations
by: Juan I. Ramos
Published: (2025-01-01)
by: Juan I. Ramos
Published: (2025-01-01)
POWER, METALLURGICAL AND CHEMICAL MECHANICAL ENGINEERING DEVICE OF PIECEWISE-LINEAR APPROXIMATION OF TRANSIENT RESPONSE OF CONTROLLED ELECTRONIC COMPONENTS
by: T. A. Ismailov, et al.
Published: (2017-10-01)
by: T. A. Ismailov, et al.
Published: (2017-10-01)
Rolling Bearings Fault Diagnosis Based on Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise, Nonlinear Entropy, and Ensemble SVM
by: Rui Li, et al.
Published: (2020-08-01)
by: Rui Li, et al.
Published: (2020-08-01)
Research of Fault Diagnosis Method of Rolling Bearing based on CEEMDAN-DRT
by: Bie Fengfeng, et al.
Published: (2020-04-01)
by: Bie Fengfeng, et al.
Published: (2020-04-01)
Usage of Selected Swarm Intelligence Algorithms for Piecewise Linearization
by: Nicole Škorupová, et al.
Published: (2022-03-01)
by: Nicole Škorupová, et al.
Published: (2022-03-01)
Fuzzy Volterra Integral Equations with Piecewise Continuous Kernels: Theory and Numerical Solution
by: S. Noeiaghdam, et al.
Published: (2024-12-01)
by: S. Noeiaghdam, et al.
Published: (2024-12-01)
Similar Items
-
A Synchrosqueezed Transform Method Based on Fast Kurtogram and Demodulation and Piecewise Aggregate Approximation for Bearing Fault Diagnosis
by: Yanlu Chen, et al.
Published: (2024-04-01) -
Fault Feature Extraction Method for Rolling Bearings Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Variational Mode Decomposition
by: Lijing Wang, et al.
Published: (2023-11-01) -
Piecewise nonlinear approximation for non-smooth functions
by: S. Akansha
Published: (2024-08-01) -
Rolling Bearings Fault Diagnosis Method Integrating CEEMDAN-SVD and Cepstrum
by: Jinni ZHENG, et al.
Published: (2021-05-01) -
Incipient Fault Feature Enhancement of Rolling Bearings Based on CEEMDAN and MCKD
by: Ling Zhao, et al.
Published: (2023-05-01)
