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沈

沈长青 (Changqing Shen)

soochow university

46H-index
251Paper Count
8.4KCitation Count
Published Papers 124
Publication Date
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Branch fusion distillation network with memory augmentation: A lifelong learning framework for class-incremental bearing fault diagnosis
errEngineering Applications of Artificial Intelligence
IF8
err2026-07-27
err0
PREAI
errJunbo Li; Changqing Shen; Xiaofen Ye; Liang Chen; Juanjuan Shi; Zhongkui Zhu
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errSave
An Integrated Experimental–Simulation Framework for Multi-Parameter Optimization of Ball Milling in Lignocellulosic Bioethanol Production
errEnergies
IF3.2
err2026-06-27
err0
errOAAI
errJiaan Wang; Kang Xu; Yuhao Lu; Changqing Shen; Siwen Gu
errShare
errSave
Gradient distribution correction replay network for dual-imbalance continual fault diagnosis of rotating machinery
errStructural Health Monitoring-An International Journal
IF5.7
err2026-06-08
err0
PREAI
errYan Zhang; Hao Yang; Changqing Shen; Dong Wang; Juanjuan Shi; Zhongkui Zhu
errShare
errSave
A new physics-guided interpretable continual learning method for incremental fault diagnosis of rotating machinery
errJournal of Industrial Information Integration
IF11.6
err2026-04-12
err0
PREAI
errYan Zhang; Changqing Shen; Xiaofen Ye; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu
errShare
errSave
A Novel Balanced Adaptive Logit-Compensated Quadratic Network for Bearing Fault Diagnosis Under Long-Tailed Data Scenarios
errIEEE Sensors Journal
IF4.5
err2026-03-04
err0
PREAI
errXingyong Hong; Panpan Guo; Juanjuan Shi; Changqing Shen; Weiguo Huang
errShare
errSave
Time-frequency aware feature disentanglement learning for intelligent bearing fault diagnosis under variable speed conditions
errExpert Systems with Applications
IF7.5
err2025-12-01
err0
PREAI
errYuting Chen; Juanjuan Shi; Changqing Shen; Hao Yang; Zehui Hua; Weiguo Huang; Zhongkui Zhu
errShare
errSave
Pseudo-central feature matching: An adaptive semisupervised fault diagnosis method for knowledge transfer under variable working conditions
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-27
err0
PREAI
errChangqing Shen; Hangqi Ge; Hao Yang; Juanjuan Shi; Dong Wang; Zhongkui Zhu
errShare
errSave
A new collaborative lifelong learning framework based on channel distillation and pseudo-feature replay for class-incremental bearing fault diagnosis
errStructural Health Monitoring
IF0
err2025-10-21
err0
PREAI
errChangqing Shen; Shijun Xie; Juanjuan Shi; Hao Yang; Weiguo Huang; Zhongkui Zhu
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errSave
Frequency-angle adaptive synchronous demodulation in three-dimensional space for enhancing time-varying features
errDigital Signal Processing
IF3
err2025-10-21
err0
PREAI
errYuting Chen; Juanjuan Shi; Weiguo Huang; Changqing Shen; Zhongkui Zhu
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errSave
Nonlinear slipping dynamics of locally faulted bearings considering rolling-sliding-elastic-fluid coupling
errInternational Journal of Non-Linear Mechanics
IF3.2
err2025-10-11
err0
PREAI
errJuanjuan Shi; Yifan Huangfu; Yulu Zhang; Xinyin Zhang; Changqing Shen; Zhongkui Zhu
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errSave
A novel adaptive multi-domain information fusion dual-stream network for RV reducer fault diagnosis
errMeasurement
IF5.6
err2025-10-10
err0
PREAI
errLinhao Peng; Fang Liu; Changqing Shen; Min Xia; Lirong Xu; Yongbin Liu
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errSave
A new interdomain feature perception enhancement strategy for rotating machinery fault diagnosis
errMeasurement Science and Technology
IF3.4
err2025-08-21
err0
PREAI
errChangqing Shen; Tao Liu; Juanjuan Shi; Hao Yang; Weiguo Huang; Zhongkui Zhu
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errSave
Adversarial weighted multi-source domain adaptation for compound fault diagnosis
errMeasurement Science and Technology
IF3.4
err2025-07-25
err0
PREAI
errWenjing Zhou; Liuxing Chu; Qitong Chen; Changqing Shen; Liang Chen
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errSave
Synthesis of large-area uniform amorphous monolayer carbon with low dielectric constant and high thermal stability
errCARBON
IF11.6
err2025-06-01
err0
PREAI
errTu, Xiaoming; Qing, Fangzhu; Liu, Fengning; Shen, Changqing; Li, Xuesong
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errSave
Three-dimensional dynamic modeling and vibration analysis of roller bearings under compound fault excitation
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2025-05-29
err0
PREAI
errShi, Juanjuan; Hu, Jimin; Luo, Yang; Yu, Yihao; Baddour, Natalie; Huang, Weiguo; Shen, Changqing; Zhu, Zhongkui
errShare
errSave
A new lifelong learning method based on dual distillation for bearing diagnosis with incremental fault types
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errXie, Shijun; Shen, Changqing; Wang, Dong; Shi, Juanjuan; Huang, Weiguo; Zhu, Zhongkui
errShare
errSave
Semi-supervised feature contrast incremental learning framework for bearing fault diagnosis with limited labeled samples
errAPPLIED SOFT COMPUTING
IF6.6
err2025-05-01
err0
PREAI
errTao, Xuyang; Shen, Changqing; Li, Lin; Wang, Dong; Shi, Juanjuan; Zhu, Zhongkui
errShare
errSave
Dynamic branch layer fusion: A new continual learning method for rotating machinery fault diagnosis
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-03-01
err0
PREAI
errShen, Changqing; Chen, Bojian; Li, Lin; Wang, Dong
errShare
errSave
Simulation data driven time-frequency fusion 1D convolutional neural network with multiscale attention for bearing fault diagnosis
errMEASUREMENT SCIENCE AND TECHNOLOGY
IF3.4
err2025-02-18
err0
PREAI
errChen, Yufei; Shi, Juanjuan; Hu, Jimin; Shen, Changqing; Zhu, Zhongkui
errShare
errSave
Weight Alignment Prototype Contrastive Network for Rotating Machinery Continual Fault Diagnosis Under Class Imbalanced Data
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errYan Zhang; Changqing Shen; Hao Yang; Dong Wang; Juanjuan Shi; Weiguo Huang
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errSave

Research Directions

开授课程
Co-authors
Cooperation Journals
刘
刘劼 (Jie Liu)
H-index: 150 · Papers: 2.3K
梁瑜 cover
梁瑜 (Liang Yu)
H-index: 82 · Papers: 2.8K
贾
贾毅 (Yi Jia)
H-index: 73 · Papers: 267
Z
Zhike Peng
H-index: 70 · Papers: 592
王栋 cover
王栋 (Dong Wang)
H-index: 70 · Papers: 1.1K
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