Intelligent Diagnosis towards Hydraulic Axial Piston Pump Using a Novel Integrated CNN Model

Automatic sleep stage classification using time–frequency images of CWT and transfer learning using convolution neural network

(2020) Pankaj Jadhav et al.   Biocybernetics and Biomedical Engineering

Effect of URANS and Hybrid RANS-Large Eddy Simulation Turbulence Models on Unsteady Turbulent Flows Inside a Side Channel Pump

(2020) Yefang Wang et al.   JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME

Planetary-Gearbox Fault Classification by Convolutional Neural Network and Recurrence Plot

(2020) Dan-Feng Wang et al.   Applied Sciences-Basel

Energy loss evaluation in a side channel pump under different wrapping angles using entropy production method

(2020) Fan Zhang et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

HHT-based feature extraction of pump operation instability under cavitation conditions through motor current signal analysis

(2020) Hui Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A deep domain adaption model with multi-task networks for planetary gearbox fault diagnosis

(2020) Xincheng Cao et al.   NEUROCOMPUTING

Intelligent fault diagnosis of rotating machinery via wavelet transform, generative adversarial nets and convolutional neural network

(2020) Pengfei Liang et al.   MEASUREMENT

Deep Convolution Domain-adversarial Transfer Learning for Fault Diagnosis of Rolling Bearings

(2020) Feng Li et al.   MEASUREMENT

An enhanced selective ensemble deep learning method for rolling bearing fault diagnosis with beetle antennae search algorithm

(2020) Xingqiu Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

(2020) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Mahalanobis semi-supervised mapping and beetle antennae search based support vector machine for wind turbine rolling bearings fault diagnosis

(2020) Zhenya Wang et al.   RENEWABLE ENERGY

Improved deep convolution neural network (CNN) for the identification of defects in the centrifugal pump using acoustic images

(2020) Anil Kumar et al.   APPLIED ACOUSTICS

Double-level adversarial domain adaptation network for intelligent fault diagnosis

(2020) Jinyang Jiao et al.   KNOWLEDGE-BASED SYSTEMS

A novel method based on nonlinear auto-regression neural network and convolutional neural network for imbalanced fault diagnosis of rotating machinery

(2020) Quan Zhou et al.   MEASUREMENT

An Improved Inverse Gaussian Process with Random Effects and Measurement Errors for RUL Prediction of Hydraulic Piston Pump

(2020) Bo Sun et al.   MEASUREMENT

A systematic review of deep transfer learning for machinery fault diagnosis

(2020) Chuan Li et al.   NEUROCOMPUTING

Method for Fault Diagnosis of Temperature-Related MEMS Inertial Sensors by Combining Hilbert–Huang Transform and Deep Learning

(2020) Tong Gao et al.   SENSORS

A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures

(2020) Shoucong Xiong et al.   SENSORS

Intelligent monitoring and diagnostics using a novel integrated model based on deep learning and multi-sensor feature fusion

(2020) Xingwei Xu et al.   MEASUREMENT

Method using L-kurtosis and enhanced clustering-based segmentation to detect faults in axial piston pumps

(2020) Qiang Gao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A hybrid deep-learning model for fault diagnosis of rolling bearings

(2020) Yang Xu et al.   MEASUREMENT

A theoretical dynamic model to study the vibration response characteristics of an axial piston pump

(2020) Shaogan Ye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel gas turbine fault diagnosis method based on transfer learning with CNN

(2019) Shi-sheng Zhong et al.   MEASUREMENT

A Deep Convolutional Neural Networks Model for Intelligent Fault Diagnosis of a Gearbox under Different Operational Conditions

(2019) Guangqi Qiu et al.   MEASUREMENT

Design of multi-range hydro-mechanical transmission using modular method

(2019) Fangxu Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

(2019) Amalia Luque et al.   PATTERN RECOGNITION

A novel deep stacking least squares support vector machine for rolling bearing fault diagnosis

(2019) Xin Li et al.   COMPUTERS IN INDUSTRY

Online defect recognition of narrow overlap weld based on two-stage recognition model combining continuous wavelet transform and convolutional neural network

(2019) Rui Miao et al.   COMPUTERS IN INDUSTRY

Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples

(2019) Zhiyi He et al.   KNOWLEDGE-BASED SYSTEMS

The applications of energy regeneration and conversion technologies based on hydraulic transmission systems: A review

(2019) Xiangyu He et al.   ENERGY CONVERSION AND MANAGEMENT

An adaptive deep transfer learning method for bearing fault diagnosis

(2019) Zhenghong Wu et al.   MEASUREMENT

Fault diagnosis of rotating machines based on the EMD manifold

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

Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification

(2018) Bo Luo et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

(2018) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Novel Fault Diagnosis Method for Rotating Machinery Based on a Convolutional Neural Network

(2018) Sheng Guo et al.   SENSORS

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

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

Minimum entropy deconvolution based on simulation-determined band pass filter to detect faults in axial piston pump bearings

(2018) Shuhui Wang et al.   ISA TRANSACTIONS

Machine health monitoring based on locally linear embedding with kernel sparse representation for neighborhood optimization

(2018) Chuang Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Two robust approaches to multicomponent signal reconstruction from STFT ridges

(2018) Xiangxiang Zhu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel deep output kernel learning method for bearing fault structural diagnosis

(2018) Wentao Mao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A rolling bearing fault diagnosis strategy based on improved multiscale permutation entropy and least squares SVM

(2017) Yongjian Li et al.   Journal of Mechanical Science and Technology

Compound faults detection of the rolling element bearing based on the optimal complex Morlet wavelet filter

(2017) Xiaohui Gu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

An improved method to construct basic probability assignment based on the confusion matrix for classification problem

(2016) Xinyang Deng et al.   INFORMATION SCIENCES

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

(2016) Xiaojie Guo et al.   MEASUREMENT

Fault diagnosis of hydraulic piston pumps based on a two-step EMD method and fuzzy C-means clustering

(2016) Chuanqi Lu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Gearbox Fault Identification and Classification with Convolutional Neural Networks

(2015) ZhiQiang Chen et al.   SHOCK AND VIBRATION

Fault diagnosis for a wind turbine transmission system based on manifold learning and Shannon wavelet support vector machine

(2013) Baoping Tang et al.   RENEWABLE ENERGY

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The effect of piston grooves performance in an axial piston pumps via CFD analysis

(2012) S. Kumar et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES