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

Enhanced sparse filtering with strong noise adaptability and its application on rotating machinery fault diagnosis

(2020) Zongzhen Zhang et al.   NEUROCOMPUTING

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

(2020) Dandan Peng et al.   IEEE Transactions on Industrial Informatics

An adaptive wavelet packet denoising algorithm for enhanced active acoustic damage detection from wind turbine blades

(2020) Christopher Beale et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

A Bayesian wavelet packet denoising criterion for mechanical signal with non-Gaussian characteristic

(2019) Guo-dong Yue et al.   MEASUREMENT

Fault diagnosis of rotating machines based on the EMD manifold

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

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

(2019) Huan Wang et al.   IEEE Transactions on Industrial Informatics

Denoising of Electrocardiogram (ECG) signal by using empirical mode decomposition (EMD) with non-local mean (NLM) technique

(2018) Shailesh Kumar et al.   Biocybernetics and Biomedical Engineering

An Efficient ECG Denoising Technique Based on Non-local Means Estimation and Modified Empirical Mode Decomposition

(2018) Pratik Singh et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Estimation of Bearing Remaining Useful Life based on Multiscale Convolutional Neural Network

(2018) Jun Zhu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Overview of dynamic modelling and analysis of rolling element bearings with localized and distributed faults

(2018) Jing Liu et al.   NONLINEAR DYNAMICS

Using Deep Learning-Based Approach to Predict Remaining Useful Life of Rotating Components

(2018) Jason Deutsch et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

(2018) Chuang Sun et al.   IEEE Transactions on Industrial Informatics

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

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

Wavelet based denoising technique for liquid level system

(2013) Rimi Paul et al.   MEASUREMENT

Nonlocal Means Denoising of ECG Signals

(2012) Brian H. Tracey et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

SURE-Based Non-Local Means

(2009) D. Van De Ville et al.   IEEE SIGNAL PROCESSING LETTERS

A novel hybrid EMD-based drift denoising method for a dynamically tuned gyroscope (DTG)

(2009) Li Qian et al.   MEASUREMENT