A hybrid fault diagnosis method for mechanical components based on ontology and signal analysis

Comparison of four direct classification methods for intelligent fault diagnosis of rotating machinery

(2016) Dongyang Dou et al.   APPLIED SOFT COMPUTING

Prognosis of the Remaining Useful Life of Bearings in a Wind Turbine Gearbox

(2016) Wei Teng et al.   Energies

Automatic signal abnormality detection using time-frequency features and machine learning: A newborn EEG seizure case study

(2016) Boualem Boashash et al.   KNOWLEDGE-BASED SYSTEMS

A real-time fault diagnosis methodology of complex systems using object-oriented Bayesian networks

(2016) Baoping Cai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

(2016) Meng Gan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel fault diagnosis technique for photovoltaic systems based on artificial neural networks

(2016) W. Chine et al.   RENEWABLE ENERGY

A research on intelligent fault diagnosis of wind turbines based on ontology and FMECA

(2015) Anmei Zhou et al.   ADVANCED ENGINEERING INFORMATICS

Rolling bearing fault detection using a hybrid method based on Empirical Mode Decomposition and optimized wavelet multi-resolution analysis

(2015) Abderrazek Djebala et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Intelligent fault diagnosis of rolling element bearings using sparse wavelet energy based on overcomplete DWT and basis pursuit

(2015) Cong Wang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Spur bevel gearbox fault diagnosis using wavelet packet transform and rough set theory

(2015) Wentao Huang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A novel approach to wavelet selection and tree kernel construction for diagnosis of rolling element bearing fault

(2015) Chenxi Wu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Fault feature extraction of rolling element bearings based on wavelet packet transform and sparse representation theory

(2015) Cong Wang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Intelligent fault diagnosis of roller bearings with multivariable ensemble-based incremental support vector machine

(2015) XiaoLi Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Bearing fault diagnosis using multiclass support vector machines with binary particle swarm optimization and regularized Fisher’s criterion

(2014) Ridha Ziani et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Predictive diagnosis based on a fleet-wide ontology approach

(2014) Gabriela Medina-Oliva et al.   KNOWLEDGE-BASED SYSTEMS

Using Hidden Markov Models to Improve Quantifying Physical Activity in Accelerometer Data – A Simulation Study

(2014) Vitali Witowski et al.   PLoS One

A Compound Fault Diagnosis for Rolling Bearings Method Based on Blind Source Separation and Ensemble Empirical Mode Decomposition

(2014) Huaqing Wang et al.   PLoS One

Prediction, operations, and condition monitoring in wind energy

(2013) Andrew Kusiak et al.   ENERGY

From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis

(2013) Xuewu Dai et al.   IEEE Transactions on Industrial Informatics

Condition based maintenance-systems integration and intelligence using Bayesian classification and sensor fusion

(2013) Parikshit Mehta et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier

(2013) Changqing Shen et al.   MEASUREMENT

Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples

(2013) Zhipeng Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

(2013) Jay Lee et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Online model-based fault detection and diagnosis strategy for VAV air handling units

(2012) Haitao Wang et al.   ENERGY AND BUILDINGS

A rule-based intelligent method for fault diagnosis of rotating machinery

(2012) Dongyang Dou et al.   KNOWLEDGE-BASED SYSTEMS

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

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

Analyzing bearing faults in wind turbines: A data-mining approach

(2012) Andrew Kusiak et al.   RENEWABLE ENERGY

Hybrid expert systems: A survey of current approaches and applications

(2011) S. Sahin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Boosted Mixture Learning of Gaussian Mixture Hidden Markov Models Based on Maximum Likelihood for Speech Recognition

(2011) Jun Du et al.   IEEE Transactions on Audio Speech and Language Processing

Detection and diagnosis of bearing and cutting tool faults using hidden Markov models

(2011) Tony Boutros et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Current status of machine prognostics in condition-based maintenance: a review

(2010) Ying Peng et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Multi-fault classification based on support vector machine trained by chaos particle swarm optimization

(2010) Xianlun Tang et al.   KNOWLEDGE-BASED SYSTEMS

A novel fault diagnosis method of bearing based on improved fuzzy ARTMAP and modified distance discriminant technique

(2009) Zengbing Xu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault features extraction for bearing prognostics

(2009) Ruoyu Li et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Real-time fault diagnosis using knowledge-based expert system

(2008) Cen Nan et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Feature-based classifier ensembles for diagnosing multiple faults in rotating machinery

(2007) E. Zio et al.   APPLIED SOFT COMPUTING

A new approach to intelligent fault diagnosis of rotating machinery

(2007) Yaguo Lei et al.   EXPERT SYSTEMS WITH APPLICATIONS