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Civil Engineering
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Journal Articles
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Zhu, Zhongkui
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Shock and Vibration
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Hindawi Publishing Corporation Cairo, Egypt :
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Journal Articles
A Novel Shearer Cutting State Recognition Method Based on Improved Variational Mode Decomposition and LSSVM with Acoustic Signals
By: Wang, Zhongbin; Shen, Changqing; Tan, Chao…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-16, 16 p.
Journal Articles
A New Generative Neural Network for Bearing Fault Diagnosis with Imbalanced Data
By: You, Wei; Shen, Changqing; Gjorgjevikj, Dejan…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-17, 17 p.
Journal Articles
Fault Diagnosis of Rotating Machinery Based on One-Dimensional Deep Residual Shrinkage Network with a Wide Convolution Layer
By: Yang, Jingli; Gao, Tianyu; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-12, 12 p.
Journal Articles
Multisignal VGG19 Network with Transposed Convolution for Rotating Machinery Fault Diagnosis Based on Deep Transfer Learning
By: Yang, Xinyu; Zhang, Lin; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-12, 12 p.
Journal Articles
An Improved Deep Learning Model for Online Tool Condition Monitoring Using Output Power Signals
By: Dai, Lang; Liu, Tianyu; Liu, Zhongyong…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-12, 12 p.
Journal Articles
Deep Transfer Learning-Based Fault Diagnosis for Gearbox under Complex Working Conditions
By: Wan, Zitong; Yang, Rui; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-13, 13 p.
Journal Articles
Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model
By: Yao, Dechen; Shen, Changqing; Zhang, Jiao…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-15, 15 p.
Journal Articles
A Novel Multiscale Deep Health Indicator with Bidirectional LSTM Network for Bearing Performance Degradation Trend Prognosis
By: Wang, Han; Huang, Yujing; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-17, 17 p.
Journal Articles
Incipient Fault Detection of Rolling Element Bearings Based on Deep EMD-PCA Algorithm
By: Liu, Zhenpeng; Shen, Changqing; Sun, Jie…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-17, 17 p.
Journal Articles
Multistage Fault Feature Extraction of Consistent Optimization for Rolling Bearings Based on Correlated Kurtosis
By: Xiong, Guoliang; Zhou, Jianmin; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-16, 16 p.
Journal Articles
Remaining Useful Life Prediction and Fault Diagnosis of Rolling Bearings Based on Short-Time Fourier Transform and Convolutional Neural Network
By: Zhou, Shuang; Xiao, Maohua; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-14, 14 p.
Journal Articles
Bearing Fault Diagnosis Based on Multilayer Domain Adaptation
By: Chen, Liang; Natarajan, Sundararajan; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-11, 11 p.
Journal Articles
A Novel Cuckoo Search Optimized Deep Auto-Encoder Network-Based Fault Diagnosis Method for Rolling Bearing
By: Pan, Haiyang; Zheng, Jinde; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-12, 12 p.
Journal Articles
Novel Condition Monitoring Method for Wind Turbines Based on the Adaptive Multivariate Control Charts and SCADA Data
By: Han, Qinkai; Wang, Zhentang; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-16, 16 p.
Journal Articles
Sequential Network with Residual Neural Network for Rotatory Machine Remaining Useful Life Prediction Using Deep Transfer Learning
By: Zhang, Hao; Yang, Xinyu; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-16, 16 p.
Journal Articles
Fault Diagnosis of Planetary Gearbox Based on Motor Current Signal Analysis
By: Jiang, Ziyuan; Han, Qinkai; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-13, 13 p.
Journal Articles
Fault Diagnosis of High-Power Tractor Engine Based on Competitive Multiswarm Cooperative Particle Swarm Optimizer Algorithm
By: Xiao, Maohua; Zhang, Wei; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-13, 13 p.
Journal Articles
A Novel Deep Sparse Filtering Method for Intelligent Fault Diagnosis by Acoustic Signal Processing
By: Zhang, Guowei; Wang, Jinrui; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-11, 11 p.
Journal Articles
Imbalanced Fault Classification of Bearing via Wasserstein Generative Adversarial Networks with Gradient Penalty
By: Han, Baokun; Liu, Guifang; Shen, Changqing…[et al.]. Shock and Vibration. No. 2020 (2020), pp.1-14, 14 p.
Journal Articles
Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Bearing Fault Diagnosis
By: Shen, Changqing; Zhu, Zhongkui; Kankar, Pavan Kumar…[et al.]. International Journal of Rotating Machinery. No. 2017 (2017), pp.1-10, 10 p.
Journal Articles
Sparse Signal Representations of Bearing Fault Signals for Exhibiting Bearing Fault Features
By: Wang, Dong; Shen, Changqing; Chen, Peng…[et al.]. Shock and Vibration. No. 2016 (2016), pp.1-12, 12 p.
Journal Articles
Research on the Sparse Representation for Gearbox Compound Fault Features Using Wavelet Bases
By: Fan, Wei; Cai, Gaigai; Huang, Weiguo…[et al.]. Shock and Vibration. No. 2015 (2015), pp.1-11, 11 p.