Rotating Machine Fault Diagnosis Based on Optimal Morphological Filter and Local Tangent Space Alignment

Rotating Machine Fault Diagnosis Based on Optimal Morphological Filter and Local Tangent Space Alignment

In order to identify the fault of rotating machine effectively, a new method based on the morphological filter optimized by particle swarm optimization algorithm (PSO) and the nonlinear manifold learning algorithm local tangent space alignment (LTSA) is proposed. Firstly, the signal is purified by t...

Full description

Saved in:

Bibliographic Details
Main Authors:	Shaojiang Dong, Lili Chen, Baoping Tang, Xiangyang Xu, Zhengyuan Gao, Juan Liu
Format:	Article
Language:	English
Published:	Wiley 2015-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2015/893504
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Plant Leaf Recognition through Local Discriminative Tangent Space Alignment
by: Chuanlei Zhang, et al.
Published: (2016-01-01)

FAULT RECOGNITION METHOD RESEARCH BASED ON SEMI-SUPERVISED NEIGHBORHOOD SELF-ADAPTIVE LINERA LOCAL TANGENT SPACE ALIGNMENT
by: XIE XiaoHua, et al.
Published: (2018-01-01)

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)

ROLLING BEARING FAULT DIAGNOSIS BASED ON VMD-CWT-CNN
by: CHEN DaiJun, et al.
Published: (2023-12-01)

Approximations of Tangent Polynomials, Tangent –Bernoulli and Tangent – Genocchi Polynomials in terms of Hyperbolic Functions
by: Cristina B. Corcino, et al.
Published: (2021-01-01)

Alpha Stable Distribution Based Morphological Filter for Bearing and Gear Fault Diagnosis in Nuclear Power Plant
by: Xinghui Zhang, et al.
Published: (2015-01-01)

Fault Diagnosis of Rolling Element Bearing Using an Adaptive Multiscale Enhanced Combination Gradient Morphological Filter
by: Yuanqing Luo, et al.
Published: (2019-01-01)

FAULT DIAGNOSIS OF ROLLING BEARING BASED ON UNSUPERVISED FEATURE ALIGNMENT
by: ZHANG Tao, et al.
Published: (2022-01-01)

Identification Procedures as Tools for Fault Diagnosis of Rotating Machinery
by: Susanne Seibold, et al.
Published: (1995-01-01)

Lagrange geometry on tangent manifolds
by: Izu Vaisman
Published: (2003-01-01)

Application of Time-Frequency Analysis in Rotating Machinery Fault Diagnosis
by: Yihao Bai, et al.
Published: (2023-01-01)

Application of Rotating Machinery Fault Diagnosis Based on Deep Learning
by: Wei Cui, et al.
Published: (2021-01-01)

Bearing Fault Signal Analysis Based on an Adaptive Multiscale Combined Morphological Filter
by: Chun Lv, et al.
Published: (2020-01-01)

Simplicity of Tangent bundles on the moduli spaces of symplectic and orthogonal bundles over a curve
by: Choe, Insong, et al.
Published: (2024-05-01)

Photovoltaic Array Fault Diagnosis and Localization Method Based on Modulated Photocurrent and Machine Learning
by: Yebo Tao, et al.
Published: (2024-12-01)

Deep Domain Adaptation Model for Bearing Fault Diagnosis with Domain Alignment and Discriminative Feature Learning
by: Jing An, et al.
Published: (2020-01-01)

Rolling Bearing Diagnosis Based on Adaptive Probabilistic PCA and the Enhanced Morphological Filter
by: Yuanqing Luo, et al.
Published: (2020-01-01)

Fault Diagnosis Approach for Rotating Machinery Based on Feature Importance Ranking and Selection
by: Zong Yuan, et al.
Published: (2021-01-01)

Fault Diagnosis of Rotating Machinery Based on Adaptive Stochastic Resonance and AMD-EEMD
by: Peiming Shi, et al.
Published: (2016-01-01)

ROTATING MACHINERY FAULT DIAGNOSIS BASED ON TWO-DIMENSIONAL CONVOLUTION NEURAL NETWORK
by: ZHANG LiZhi, et al.
Published: (2020-01-01)

CRACK FAULT DIAGNOSIS OF GEAR BASED ON MORPHOLOGICAL WAVELET DE-NOISING
by: CAI JianHua, et al.
Published: (2015-01-01)

An improved coarse alignment algorithm for SINS based on rotation modulation
by: Yong Yang, et al.
Published: (2025-01-01)

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

Bigness of the tangent bundles of projective bundles over curves
by: Kim, Jeong-Seop
Published: (2023-10-01)

On differential geometry of tangent and cotangent bundles of Riemannian manifold
by: Angelė Baškienė
Published: (1999-12-01)

Prolongations of F-structure to the tangent bundle of order 2
by: Lovejoy S. Das
Published: (1993-01-01)

Application of H∞ Filter on the Angular Rate Matching in the Transfer Alignment
by: Lijun Song, et al.
Published: (2016-01-01)

In-Flight Alignment Using H∞ Filter for Strapdown INS on Aircraft
by: Fu-Jun Pei, et al.
Published: (2014-01-01)

Application of Adaptive Local Iterative Filtering and Fuzzy Entropy in Gear Fault Identification
by: Wenbin Zhang, et al.
Published: (2021-05-01)

Fault Diagnosis of Rotating Machinery Based on Convolutional Neural Network and Singular Value Decomposition
by: Dong Liu, et al.
Published: (2020-01-01)

Fault diagnosis of rotating parts integrating transfer learning and ConvNeXt model
by: Zhikai Xing, et al.
Published: (2025-01-01)

Optimization of Sample Size, Data Points, and Data Augmentation Stride in Vibration Signal Analysis for Deep Learning-Based Fault Diagnosis of Rotating Machines
by: Fasikaw Kibrete, et al.
Published: (2025-01-01)

Casing Vibration Fault Diagnosis Based on Variational Mode Decomposition, Local Linear Embedding, and Support Vector Machine
by: Yizhou Yang, et al.
Published: (2017-01-01)

A Fully Integrated Orthodontic Aligner With Force Sensing Ability for Machine Learning‐Assisted Diagnosis
by: Hao Feng, et al.
Published: (2025-01-01)

Fault Diagnosis Method of Rotating Machinery based on Maximum Correlation Kurtosis Deconvolution and Envelope Spectrum
by: Zhong Xianyou, et al.
Published: (2015-01-01)

Material Effects on Tangent Modulus of Steel Square Hollow Section
by: Seyed Mohammad Reza Mortazavi, et al.
Published: (2023-05-01)

The method for evaluation errors of automated measurements of base tangent length by three-axis indicator on five-axis CNC machine
by: D. T. Safarov, et al.
Published: (2021-06-01)

An Improved Strong Tracking Kalman Filter Algorithm for the Initial Alignment of the Shearer
by: Yuming Chen, et al.
Published: (2019-01-01)

Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Bearing Fault Diagnosis
by: Jun Shuai, et al.
Published: (2017-01-01)

Fault Diagnosis of Batch Reactor Using Machine Learning Methods
by: Sujatha Subramanian, et al.
Published: (2014-01-01)