Weak Fault Feature Extraction for Rolling Element Bearing Based on a Two-Stage Method

An improved envelope spectrum via candidate fault frequency optimization-gram for bearing fault diagnosis

(2022) Yao Cheng et al.   JOURNAL OF SOUND AND VIBRATION

Weak fault feature extraction of rolling bearings based on improved ensemble noise-reconstructed EMD and adaptive threshold denoising

(2022) Chen Yin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Minimum noise amplitude deconvolution and its application in repetitive impact detection

(2022) Bo Fang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Feature Mode Decomposition: New Decomposition Theory for Rotating Machinery Fault Diagnosis

(2022) Yonghao Miao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Data-Driven Prognostic Scheme for Bearings Based on a Novel Health Indicator and Gated Recurrent Unit Network

(2022) Qing Ni et al.   IEEE Transactions on Industrial Informatics

Intelligent vibration signal denoising method based on non-local fully convolutional neural network for rolling bearings

(2021) Haoran Han et al.   ISA TRANSACTIONS

Minimum entropy morphological deconvolution and its application in bearing fault diagnosis

(2021) Rongkai Duan et al.   MEASUREMENT

Adaptive maximum second-order cyclostationarity blind deconvolution and its application for locomotive bearing fault diagnosis

(2021) Boyao Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing fault diagnosis method based on adaptive maximum cyclostationarity blind deconvolution

(2021) Zhijian Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Practical framework of Gini index in the application of machinery fault feature extraction

(2021) Yonghao Miao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The Harmogram: A periodic impulses detection method and its application in bearing fault diagnosis

(2021) Kun Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An enhanced rolling bearing fault detection method combining sparse code shrinkage denoising with fast spectral correlation

(2020) Jimeng Li et al.   ISA TRANSACTIONS

Vibration signal denoising for structural health monitoring by residual convolutional neural networks

(2020) Gao Fan et al.   MEASUREMENT

Discriminative dictionary learning based sparse representation classification for intelligent fault identification of planet bearings in wind turbine

(2020) Yun Kong et al.   RENEWABLE ENERGY

One-Dimensional Residual Convolutional Autoencoder Based Feature Learning for Gearbox Fault Diagnosis

(2020) Jianbo Yu et al.   IEEE Transactions on Industrial Informatics

Teager energy spectral kurtosis of wavelet packet transform and its application in locating the sound source of fault bearing of belt conveyor

(2020) Xiong Zhang et al.   MEASUREMENT

Fault Diagnosis of Rolling Bearings Based on a Residual Dilated Pyramid Network and Full Convolutional Denoising Autoencoder

(2020) Hongmei Shi et al.   SENSORS

Successive variational mode decomposition

(2020) Mojtaba Nazari et al.   SIGNAL PROCESSING

Use of cyclostationary properties of vibration signals to identify gear wear mechanisms and track wear evolution

(2020) Ke Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Particle swarm optimization algorithm to solve the deconvolution problem for rolling element bearing fault diagnosis

(2019) Yao Cheng et al.   ISA TRANSACTIONS

Fault Diagnosis of Rotating Machinery under Noisy Environment Conditions Based on a 1-D Convolutional Autoencoder and 1-D Convolutional Neural Network

(2019) Xingchen Liu et al.   SENSORS

Periodic impulses extraction based on improved adaptive VMD and sparse code shrinkage denoising and its application in rotating machinery fault diagnosis

(2019) Jimeng Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Extraction of weak fault transients using variational mode decomposition for fault diagnosis of gearbox under varying speed

(2019) Vikas Sharma et al.   ENGINEERING FAILURE ANALYSIS

Transient feature self-enhancement via shift-invariant manifold sparse learning for rolling bearing health diagnosis

(2019) Quanchang Li et al.   MEASUREMENT

Fault diagnosis of rotating machines based on the EMD manifold

(2019) Jun Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of an improved minimum entropy deconvolution method for railway rolling element bearing fault diagnosis

(2018) Yao Cheng et al.   JOURNAL OF SOUND AND VIBRATION

Blind deconvolution based on cyclostationarity maximization and its application to fault identification

(2018) Marco Buzzoni et al.   JOURNAL OF SOUND AND VIBRATION

Intelligent fault diagnosis method for rotating machinery via dictionary learning and sparse representation-based classification

(2018) Te Han et al.   MEASUREMENT

Some further thoughts about spectral kurtosis, spectral L2 / L1 norm, spectral smoothness index and spectral Gini index for characterizing repetitive transients

(2018) Dong Wang   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sparse filtering with the generalized lp / lq norm and its applications to the condition monitoring of rotating machinery

(2018) Xiaodong Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sparse decomposition method based on time–frequency spectrum segmentation for fault signals in rotating machinery

(2018) Baokang Yan et al.   ISA TRANSACTIONS

Cyclostationary correntropy: Definition and applications

(2017) Aluisio I.R. Fontes et al.   EXPERT SYSTEMS WITH APPLICATIONS

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multipoint Optimal Minimum Entropy Deconvolution and Convolution Fix: Application to vibration fault detection

(2017) Geoff L. McDonald et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Feature Mining and Health Assessment for Gearboxes Using Run-Up/Coast-Down Signals

(2016) Ming Zhao et al.   SENSORS

Cyclostationarity: Limits and generalizations

(2016) Antonio Napolitano   SIGNAL PROCESSING

Sparsity-Promoted Blind Deconvolution of Ground-Penetrating Radar (GPR) Data

(2014) Lianlin Li   IEEE Geoscience and Remote Sensing Letters

Adaptive spectral kurtosis filtering based on Morlet wavelet and its application for signal transients detection

(2013) Haiyang Liu et al.   SIGNAL PROCESSING

Maximum correlated Kurtosis deconvolution and application on gear tooth chip fault detection

(2012) Geoff L. McDonald et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Gini Index as Sparsity Measure for Signal Reconstruction from Compressive Samples

(2011) Dornoosh Zonoobi et al.   IEEE Journal of Selected Topics in Signal Processing

AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models

(2011) David A. Fournier et al.   OPTIMIZATION METHODS & SOFTWARE

Speaker identification system using empirical mode decomposition and an artificial neural network

(2010) Jian-Da Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform

(2009) Rui Zhou et al.   DIGITAL SIGNAL PROCESSING

Cyclostationarity by examples

(2008) Jérôme Antoni   MECHANICAL SYSTEMS AND SIGNAL PROCESSING