Robust fault diagnosis of rolling bearing via phase space reconstruction of intrinsic mode functions and neural network under various operating conditions

A data-driven normal contact force model based on artificial neural network for complex contacting surfaces

(2021) Jia Ma et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Mahalanobis classification system (MCS) integrated with binary particle swarm optimization for robust quality classification of complex metallic turbine blades

(2020) Liangliang Cheng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Classification of gait patterns between patients with Parkinson’s disease and healthy controls using phase space reconstruction (PSR), empirical mode decomposition (EMD) and neural networks

(2019) Wei Zeng et al.   NEURAL NETWORKS

Classification of focal and non focal EEG signals using empirical mode decomposition (EMD), phase space reconstruction (PSR) and neural networks

(2019) Wei Zeng et al.   ARTIFICIAL INTELLIGENCE REVIEW

A novel weak fault signal detection approach for rolling bearing using VMD and phase space parallel factor analysis

(2019) Cheng Yang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Percussion-based bolt looseness monitoring using intrinsic multiscale entropy analysis and BP neural network

(2019) Rui Yuan et al.   Smart Materials and Structures

Multiscale local features learning based on BP neural network for rolling bearing intelligent fault diagnosis

(2019) Jimeng Li et al.   MEASUREMENT

Fault feature extraction of rotating machinery using a reweighted complete ensemble empirical mode decomposition with adaptive noise and demodulation analysis

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

Time–frequency analysis based on ensemble local mean decomposition and fast kurtogram for rotating machinery fault diagnosis

(2018) Lei Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A review on data-driven fault severity assessment in rolling bearings

(2018) Mariela Cerrada et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

On using robust Mahalanobis distance estimations for feature discrimination in a damage detection scenario

(2018) Mike Yeager et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Health Degradation Monitoring and Early Fault Diagnosis of a Rolling Bearing Based on CEEMDAN and Improved MMSE

(2018) Yong Lv et al.   Materials

Modeling and classification of gait patterns between anterior cruciate ligament deficient and intact knees based on phase space reconstruction, Euclidean distance and neural networks

(2018) Wenbao Wu et al.   Biomedical Engineering Online

Hidden Phase Space Reconstruction: A Novel Chaotic Time Series Prediction Method for Speech Signals

(2018) Jingjing Li et al.   CHINESE JOURNAL OF ELECTRONICS

Time-varying demodulation analysis for rolling bearing fault diagnosis under variable speed conditions

(2017) Zhipeng Feng et al.   JOURNAL OF SOUND AND VIBRATION

Bearing performance degradation assessment based on a combination of empirical mode decomposition and k-medoids clustering

(2017) Akhand Rai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Multivariate empirical mode decomposition and its application to fault diagnosis of rolling bearing

(2016) Yong Lv et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing defect diagnosis under variable speed operation through angle synchronous averaging of wavelet de-noised estimate

(2016) C. Mishra et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review

(2016) Jinglong Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

(2015) Rajeev Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

(2015) Wade A. Smith et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling bearing fault diagnosis under variable conditions using LMD-SVD and extreme learning machine

(2015) Ye Tian et al.   MECHANISM AND MACHINE THEORY

Epileptic seizure classification in EEG signals using second-order difference plot of intrinsic mode functions

(2013) Ram Bilas Pachori et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An approach for automated fault diagnosis based on a fuzzy decision tree and boundary analysis of a reconstructed phase space

(2013) Ilhan Aydin et al.   ISA TRANSACTIONS

A review on empirical mode decomposition in fault diagnosis of rotating machinery

(2012) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Feature selection for high-dimensional machinery fault diagnosis data using multiple models and Radial Basis Function networks

(2011) Kui Zhang et al.   NEUROCOMPUTING

Induced aggregation operators in the Euclidean distance and its application in financial decision making

(2010) José M. Merigó et al.   EXPERT SYSTEMS WITH APPLICATIONS

Study of age-related changes in postural control during quiet standing through Linear Discriminant Analysis

(2009) Guilherme L Cavalheiro et al.   Biomedical Engineering Online

Complex network from time series based on phase space reconstruction

(2009) Zhongke Gao et al.   CHAOS

Fault classification of rolling bearing based on reconstructed phase space and Gaussian mixture model

(2009) Guo Feng Wang et al.   JOURNAL OF SOUND AND VIBRATION

Multiple manifolds analysis and its application to fault diagnosis

(2009) Min Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of the EEMD method to rotor fault diagnosis of rotating machinery

(2008) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING