Deep Fault Recognizer: An Integrated Model to Denoise and Extract Features for Fault Diagnosis in Rotating Machinery

by Xiaojie Guo, Changqing Shen, Liang Chen
Published 2016-12-01

Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Bearing Fault Diagnosis

by Jun Shuai, Changqing Shen, Zhongkui Zhu
Published 2017-01-01

Remaining Useful Life Prediction of Rolling Bearings Based on Multiscale Convolutional Neural Network with Integrated Dilated Convolution Blocks

by Ran Wang, Ruyu Shi, Xiong Hu, Changqing Shen
Published 2021-01-01

Bearing Fault Diagnosis Based on Multilayer Domain Adaptation

by Bingru Yang, Qi Li, Liang Chen, Changqing Shen
Published 2020-01-01

Sparse Signal Representations of Bearing Fault Signals for Exhibiting Bearing Fault Features

by Wei Peng, Dong Wang, Changqing Shen, Dongni Liu
Published 2016-01-01

Dual-Guidance-Based Optimal Resonant Frequency Band Selection and Multiple Ridge Path Identification for Bearing Fault Diagnosis Under Time-Varying Speeds

by Juanjuan Shi, Weiguo Huang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
Published 2019-01-01

Multi-Bandwidth Mode Manifold for Fault Diagnosis of Rolling Bearings

by Tao Jiang, Jun Wang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
Published 2019-01-01

A New Generative Neural Network for Bearing Fault Diagnosis with Imbalanced Data

by Wei You, Changqing Shen, Liang Chen, Hongbo Que, Weiguo Huang, Zhongkui Zhu
Published 2020-01-01

A hybrid technique based on convolutional neural network and support vector regression for intelligent diagnosis of rotating machinery

by Wei You, Changqing Shen, Xiaojie Guo, Xingxing Jiang, Juanjuan Shi, Zhongkui Zhu
Published 2017-06-01

Bearing Fault Diagnosis Based on Improved Convolutional Deep Belief Network

by Shuangjie Liu, Jiaqi Xie, Changqing Shen, Xiaofeng Shang, Dong Wang, Zhongkui Zhu
Published 2020-09-01

Wayside Bearing Fault Diagnosis Based on a Data-Driven Doppler Effect Eliminator and Transient Model Analysis

by Fang Liu, Changqing Shen, Qingbo He, Ao Zhang, Yongbin Liu, Fanrang Kong
Published 2014-05-01

Improved Hierarchical Adaptive Deep Belief Network for Bearing Fault Diagnosis

by Changqing Shen, Jiaqi Xie, Dong Wang, Xingxing Jiang, Juanjuan Shi, Zhongkui Zhu
Published 2019-08-01

Research on the Sparse Representation for Gearbox Compound Fault Features Using Wavelet Bases

by Chunyan Luo, Changqing Shen, Wei Fan, Gaigai Cai, Weiguo Huang, Zhongkui Zhu
Published 2015-01-01

An Intelligent Deep Feature Learning Method With Improved Activation Functions for Machine Fault Diagnosis

by Wei You, Changqing Shen, Dong Wang, Liang Chen, Xingxing Jiang, Zhongkui Zhu
Published 2020-01-01

A New Deep Fusion Network for Automatic Mechanical Fault Feature Learning

by Yumei Qi, Changqing Shen, Jun Zhu, Xingxing Jiang, Juanjuan Shi, Zhongkui Zhu
Published 2019-01-01

An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis

by Jiaqi Xie, Guifu Du, Changqing Shen, Nan Chen, Liang Chen, Zhongkui Zhu
Published 2018-01-01

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

by Yumei Qi, Changqing Shen, Dong Wang, Juanjuan Shi, Xingxing Jiang, Zhongkui Zhu
Published 2017-01-01

A Doppler Transient Model Based on the Laplace Wavelet and Spectrum Correlation Assessment for Locomotive Bearing Fault Diagnosis

by Changqing Shen, Fang Liu, Dong Wang, Ao Zhang, Fanrang Kong, Peter W. Tse
Published 2013-11-01

An Improved Deep Learning Model for Online Tool Condition Monitoring Using Output Power Signals

by Lang Dai, Tianyu Liu, Zhongyong Liu, Lisa Jackson, Paul Goodall, Changqing Shen, Lei Mao
Published 2020-01-01

Criteria for the growth of large-area adlayer-free monolayer graphene films by chemical vapor deposition

by Changqing Shen, Xingzhou Yan, Fangzhu Qing, Xiaobin Niu, Richard Stehle, Samuel S. Mao, Wanli Zhang, Xuesong Li
Published 2019-09-01