Intelligent Diagnosis Using Continuous Wavelet Transform and Gauss Convolutional Deep Belief Network

Feature Extraction Using Parameterized Multisynchrosqueezing Transform

(2022) Xinyan Li et al.   IEEE SENSORS JOURNAL

Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images

(2022) Xin Li et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Modified Gaussian convolutional deep belief network and infrared thermal imaging for intelligent fault diagnosis of rotor-bearing system under time-varying speeds

(2021) Li Xin et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Unsupervised domain-share CNN for machine fault transfer diagnosis from steady speeds to time-varying speeds

(2021) Hongru Cao et al.   JOURNAL OF MANUFACTURING SYSTEMS

VMD based trigonometric entropy measure: a simple and effective tool for dynamic degradation monitoring of rolling element bearing

(2021) Anil Kumar et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Optimization tool based on multi-objective adaptive surrogate modeling for surface texture design of slipper bearing in axial piston pump

(2021) Hesheng Tang et al.   Alexandria Engineering Journal

Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions

(2019) Md Junayed Hasan et al.   MEASUREMENT

Study on a Novel Fault Diagnosis Method Based on VMD and BLM

(2019) Jianjie Zheng et al.   Symmetry-Basel

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

(2018) Guoqian Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network

(2018) Haidong Shao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Intelligent Bearing Fault Diagnosis Method Combining Compressed Data Acquisition and Deep Learning

(2018) Jiedi Sun et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Combined deep belief network in deep learning with affinity propagation clustering algorithm for roller bearings fault diagnosis without data label

(2018) Fan Xu et al.   JOURNAL OF VIBRATION AND CONTROL

An intelligent diagnosis scheme based on generative adversarial learning deep neural networks and its application to planetary gearbox fault pattern recognition

(2018) Zirui Wang et al.   NEUROCOMPUTING

Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks

(2018) Xiang Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings using Deep Neural Networks

(2018) Min Xia et al.   IEEE Transactions on Industrial Informatics

Active features extracted by deep belief network for process monitoring

(2018) Jianbo Yu et al.   ISA TRANSACTIONS

Batch-normalized deep neural networks for achieving fast intelligent fault diagnosis of machines

(2018) Jinrui Wang et al.   NEUROCOMPUTING

Continuous Wavelet Transform for Decoding Finger Movements From Single-Channel EEG

(2018) Jacob B. Salyers et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep Learning Based Approach for Bearing Fault Diagnosis

(2017) Miao He et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Single and combined fault diagnosis of reciprocating compressor valves using a hybrid deep belief network

(2017) Van Tung Tran et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Stacked Sparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery

(2017) Yumei Qi et al.   IEEE Access

An integrated approach to planetary gearbox fault diagnosis using deep belief networks

(2016) Haizhou Chen et al.   MEASUREMENT SCIENCE and TECHNOLOGY

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

Bearing Defect Classification based on Individual Wavelet Local Fisher Discriminant Analysis with Particle Swarm Optimization

(2015) Mien Van et al.   IEEE Transactions on Industrial Informatics

Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis

(2015) Chuan Li et al.   NEUROCOMPUTING

An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks

(2014) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS