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Chengjin Qin

Shanghai Jiao Tong University

41H-index
119Paper Count
4.0KCitation Count
Published Papers 77
Publication Date
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A novel multi-scale self-supervised mamba network for small-sample gearbox fault diagnosis under complex working conditions
errAdvanced Engineering Informatics
IF9.9
err2026-08-01
err0
PREAI
errZhang, Boyang; Wang, Zhigang; Wang, Shunan; Qin, Chengjin; Xia, Pengcheng; Liu, Chengliang
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Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working conditions
errMechanical Systems and Signal Processing
IF8.9
err2026-07-01
err4
PREAI
errXia, Pengcheng; Huang, Yixiang; Qin, Chengjin; Liu, Chengliang
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errSave
A novel multi-scale domain-adaptive long-distance forecasting model for electric shovel digging resistance load
errAdvanced Engineering Informatics
IF9.9
err2026-05-04
err0
PREAI
errHaifeng Yue; Jiacheng Jiang; Chengjin Qin; Rong Li; Mingyu You; Pengcheng Xia; Bo Han; Chengliang Liu
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Real-time prediction of TBM muck particle size distribution based on SAM-guided and contour-regression network
errAdvanced Engineering Informatics
IF9.9
err2026-05-01
err1
PREAI
errHuang, Guoqiang; Qin, Chengjin; Xia, Pengcheng; Wang, Haodi; Yu, Honggan; Tao, Jianfeng; Liu, Chengliang
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Parameterized Frequency Synchronous Time-Frequency Concentrated Transform
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-02-13
err0
PREAI
errGang Shi; Zhigang Wang; Bingjie Ma; Chengjin Qin; Zhinan Zhang; Chengliang Liu
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errSave
Knowledge Distillation From Electromagnetic Simulation for Asynchronous Motor Fault Diagnosis With Small Labeled Samples
errIEEE Transactions on Transportation Electrification
IF8.3
err2026-02-09
err0
PREAI
errPengcheng Xia; Chengjin Qin; Qun Chao; Yixiang Huang; Chengliang Liu
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Generalized envelope nonlinear Gini index-gram guided two-stage chirp mode decomposition for shield machine main bearing fault diagnosis
errAdvanced Engineering Informatics
IF9.9
err2026-01-24
err0
PREAI
errGang Shi; Chengjin Qin; Pengcheng Xia; Zhinan Zhang; Chengliang Liu
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A Novel Shield Machine Main Bearing Health Evaluation Approach Based on Two-Stage Signal Decomposition
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-01-19
err0
PREAI
errGang Shi; Chengjin Qin; Zhinan Zhang; Pengcheng Xia; Chengliang Liu
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errSave
A disturbance-aware model predictive control method for suppressing the transverse vibration of ultra-high-speed elevator
errJOURNAL OF VIBRATION AND CONTROL
IF2.4
err2025-10-01
err0
PREAI
errJiang, Jiacheng; Qin, Chengjin; Xia, Pengcheng; Liu, Chengliang
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A multi-scale bottleneck attention and mixup-based domain adaptation misfire diagnostic method for diesel engines under different conditions
errScience China Technological Sciences
IF4.9
err2025-09-25
err0
PREAI
errJinxing Wu; Chengjin Qin; Pengcheng Xia; Yixiang Huang; Chengliang Liu
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errSave
Adaptive and cross-attention Vision Transformer-based transfer network for elevator fault diagnosis toward unbalanced samples
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2025-05-08
err0
PREAI
errCheng He; Tao Zhong; Chenyu Feng; Chengjin Qin; Bin Zheng; Xi Shi; Chengliang Liu
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errSave
Geological type recognition for shield machine using a semi-supervised variational auto-encoder-based adversarial method
errTUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
IF7.4
err2025-02-01
err0
PREAI
errWang, Haodi; Qin, Chengjin; Yu, Honggan; Liu, Chengliang
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errSave
A real-time multi-head mixed attention mechanism-based prediction method for tunnel boring machine disc cutter wear
errSCIENCE CHINA-TECHNOLOGICAL SCIENCES
IF4.9
err2024-12-03
err8
PREAI
errWang, Haodi; Qin, Chengjin; Yu, Honggan; Zhang, Zhinan; Huang, Guoqiang; Liu, Zhengyang; Liu, Chengliang
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errSave
A digital twin framework for anomaly detection in industrial robot system based on multiple physics-informed hybrid convolutional autoencoder
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-12-01
err0
PREAI
errWang, Shijie; Tao, Jianfeng; Jiang, Qincheng; Chen, Wei; Qin, Chengjin; Liu, Chengliang
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errSave
Adaptive VMD and multi-stage stabilized transformer-based long-distance forecasting for multiple shield machine tunneling parameters
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-09-01
err19
PREAI
errQin, Chengjin; Huang, Guoqiang; Yu, Honggan; Zhang, Zhinan; Tao, Jianfeng; Liu, Chengliang
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errSave
A novel multi-channel CNN-LSTM and transformer-based network for diesel engine misfire diagnosis under different noise conditions
errSCIENCE CHINA-TECHNOLOGICAL SCIENCES
IF4.9
err2024-08-21
err0
PREAI
errLi, Ou; Lei, Junbo; Qin, Chengjin; Zhang, Zhinan; Tao, Jianfeng; Liu, Chengliang
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errSave
A residual denoising and multiscale attention-based weighted domain adaptation network for tunnel boring machine main bearing fault diagnosis
errSCIENCE CHINA-TECHNOLOGICAL SCIENCES
IF4.9
err2024-07-19
err23
PREAI
errZhong, Tao; Qin, ChengJin; Shi, Gang; Zhang, ZhiNan; Tao, JianFeng; Liu, ChengLiang
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errSave
A novel decomposition and hybrid transfer learning-based method for multi-step cutterhead torque prediction of shield machine
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-05-01
err1
PREAI
errShi, Gang; Qin, Chengjin; Zhang, Zhinan; Yu, Honggan; Tao, Jianfeng; Liu, Chengliang
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errSave
Towards complex multi-component pulse signal with strong noise: Deconvolution and time-frequency assisted mode decomposition
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-04-01
err3
PREAI
errShi, Gang; Qin, Chengjin; Zhang, Zhinan; Tao, Jianfeng; Liu, Chengliang
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errSave
Sparsity-Assisted Variational Nonlinear Component Decomposition
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-03-01
err8
PREAI
errShi, Gang; Qin, Chengjin; Zhang, Zhinan; Tao, Jianfeng; Liu, Chengliang
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errSave

Research Directions

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Co-authors
Cooperation Journals
Z
Zhong Tao
H-index: 71 · Papers: 529
X
Xiangyang Zhu
H-index: 57 · Papers: 507
刘
刘成良 (Chengliang Liu)
H-index: 56 · Papers: 451
秦
秦毅 (Yi Qin)
H-index: 54 · Papers: 357
刘
刘泉声 (Quansheng Liu)
H-index: 53 · Papers: 315
View more