4.4 Article

Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Chong Zhang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2017)

Article Automation & Control Systems

A Novel Multimode Fault Classification Method Based on Deep Learning

Funa Zhou et al.

JOURNAL OF CONTROL SCIENCE AND ENGINEERING (2017)

Article Automation & Control Systems

Enhanced Restricted Boltzmann Machine With Prognosability Regularization for Prognostics and Health Assessment

Linxia Liao et al.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2016)

Article Acoustics

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens et al.

JOURNAL OF SOUND AND VIBRATION (2016)

Article Computer Science, Artificial Intelligence

Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis

Pak Kin Wong et al.

NEUROCOMPUTING (2016)

Article Acoustics

Rolling Bearing Fault Diagnosis Based on STFT-Deep Learning and Sound Signals

Hongmei Liu et al.

SHOCK AND VIBRATION (2016)

Article Acoustics

Feature extraction and fault severity classification in ball bearings

Aditya Sharma et al.

JOURNAL OF VIBRATION AND CONTROL (2016)

Review Engineering, Mechanical

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

Wade A. Smith et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2015)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Computer Science, Artificial Intelligence

Online Motor Fault Detection and Diagnosis Using a Hybrid FMM-CART Model

Manjeevan Seera et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2014)

Review Engineering, Mechanical

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

Zhipeng Feng et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2013)

Article Computer Science, Information Systems

A systematic analysis of performance measures for classification tasks

Marina Sokolova et al.

INFORMATION PROCESSING & MANAGEMENT (2009)

Article Multidisciplinary Sciences

The local mean decomposition and its application to EEG perception data

JS Smith

JOURNAL OF THE ROYAL SOCIETY INTERFACE (2005)

Review Engineering, Mechanical

Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography

ZK Peng et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2004)

Article Engineering, Mechanical

Gear fault detection using artificial neural networks and support vector machines with genetic algorithms

B Samanta

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2004)

Article Automation & Control Systems

Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection

B Samanta et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2003)