Chengjin Qin

Chengjin Qin

Shanghai Jiao Tong University

H-index: 30

Asia-China

About Chengjin Qin

Chengjin Qin, With an exceptional h-index of 30 and a recent h-index of 29 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of PHM;Deep learning, Signal processing, Dynamics.

His recent articles reflect a diverse array of research interests and contributions to the field:

RCLSTMNet: A Residual-convolutional-LSTM Neural Network for Forecasting Cutterhead Torque in Shield Machine

A novel decomposition and hybrid transfer learning-based method for multi-step cutterhead torque prediction of shield machine

High-precision cutterhead torque prediction for tunnel boring machines using an attention-based embedded LSTM neural network

Towards complex multi-component pulse signal with strong noise: Deconvolution and time–frequency assisted mode decomposition

A novel deep wavelet convolutional neural network for actual ecg signal denoising

MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines

Precise Cutterhead Clogging Detection for Shield Tunneling Machine Based on Deep Residual Networks

Multi-objective trajectory planning for segment assembly robots using a B-spline interpolation-and infeasible-updating non-dominated sorting-based method

Chengjin Qin Information

University

Position

School of Mechanical Engineering

Citations(all)

2258

Citations(since 2020)

2238

Cited By

374

hIndex(all)

30

hIndex(since 2020)

29

i10Index(all)

50

i10Index(since 2020)

49

Email

University Profile Page

Shanghai Jiao Tong University

Google Scholar

View Google Scholar Profile

Chengjin Qin Skills & Research Interests

PHM;Deep learning

Signal processing

Dynamics

Top articles of Chengjin Qin

Title

Journal

Author(s)

Publication Date

RCLSTMNet: A Residual-convolutional-LSTM Neural Network for Forecasting Cutterhead Torque in Shield Machine

International Journal of Control, Automation and Systems

Chengjin Qin

Gang Shi

Jianfeng Tao

Honggan Yu

Yanrui Jin

...

2024/1/5

A novel decomposition and hybrid transfer learning-based method for multi-step cutterhead torque prediction of shield machine

Mechanical Systems and Signal Processing

Gang Shi

Chengjin Qin

Zhinan Zhang

Honggan Yu

Jianfeng Tao

...

2024/5/15

High-precision cutterhead torque prediction for tunnel boring machines using an attention-based embedded LSTM neural network

Measurement

Yi Qin

Jianghong Zhou

Dengyu Xiao

Chengjin Qin

Quan Qian

2024/1/1

Towards complex multi-component pulse signal with strong noise: Deconvolution and time–frequency assisted mode decomposition

Mechanical Systems and Signal Processing

Gang Shi

Chengjin Qin

Zhinan Zhang

Jianfeng Tao

Chengliang Liu

2024/4/15

A novel deep wavelet convolutional neural network for actual ecg signal denoising

Biomedical Signal Processing and Control

Yanrui Jin

Chengjin Qin

Jinlei Liu

Yunqing Liu

Zhiyuan Li

...

2024/1/1

MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines

Expert Systems with Applications

Wenjie Li

Xiangpeng Liu

Danning Wang

Wei Lu

Bo Yuan

...

2024/3/15

Precise Cutterhead Clogging Detection for Shield Tunneling Machine Based on Deep Residual Networks

International Journal of Control, Automation and Systems

Ruihong Wu

Chengjin Qin

Guoqiang Huang

Jianfeng Tao

Chengliang Liu

2024/2/8

Multi-objective trajectory planning for segment assembly robots using a B-spline interpolation-and infeasible-updating non-dominated sorting-based method

Applied Soft Computing

Hao Sun

Jianfeng Tao

Chengjin Qin

Chang Dong

Shuang Xu

...

2024/2/1

Geological information prediction for shield machine using an enhanced multi-head self-attention convolution neural network with two-stage feature extraction

Geoscience Frontiers

Chengjin Qin

Guoqiang Huang

Honggan Yu

Ruihong Wu

Jianfeng Tao

...

2023/3/1

An Optimized Fractional-Order PID Horizontal Vibration Control Approach for a High-Speed Elevator

Applied Sciences

Rui Tang

Chengjin Qin

Mengmeng Zhao

Shuang Xu

Jianfeng Tao

...

2023/6/20

Sparsity-assisted variational nonlinear component decomposition

IEEE Transactions on Industrial Informatics

Gang Shi

Chengjin Qin

Zhinan Zhang

Jianfeng Tao

Chengliang Liu

2023/10/12

Spectral Interference Rejection Algorithm for Beat Frequency Estimation in Machining Chatter

IEEE Transactions on Instrumentation and Measurement

Yuxin Sun

Chengjin Qin

Xiaolong Yang

Zhongqu Xie

Haifeng Ma

...

2023/11/1

Table tennis track detection based on temporal feature multiplexing network

Sensors

Wenjie Li

Xiangpeng Liu

Kang An

Chengjin Qin

Yuhua Cheng

2023/2/3

Optimal energy consumption and response capability assessment for hydraulic servo systems containing counterbalance valves

Journal of Mechanical Design

Hao Sun

Jianfeng Tao

Chengjin Qin

Honggan Yu

Shuang Xu

...

2023/5/1

Towards prognostic generalization: a domain conditional invariance and specificity disentanglement network for remaining useful life prediction

Journal of Intelligent Manufacturing

Pengcheng Xia

Yixiang Huang

Chengjin Qin

Chengliang Liu

2023/10/4

An adaptive operating parameters decision-making method for shield machine considering geological environment

Tunnelling and Underground Space Technology

Chengjin Qin

Mingyang Liu

Zhinan Zhang

Honggan Yu

Yanrui Jin

...

2023/11/1

A novel LSTM-autoencoder and enhanced transformer-based detection method for shield machine cutterhead clogging

Science China Technological Sciences

ChengJin Qin

RuiHong Wu

GuoQiang Huang

JianFeng Tao

ChengLiang Liu

2023/2

An acceleration feedback-based active control method for high-speed elevator horizontal vibration

Journal of Vibration Engineering & Technologies

Mengmeng Zhao

Chengjin Qin

Rui Tang

Jianfeng Tao

Shuang Xu

...

2023/4/11

Towards precise complex AM-FM signals decomposition under strong noise conditions: A novel two-level chirp mode decomposition approach

Mechanical Systems and Signal Processing

Gang Shi

Chengjin Qin

Jianfeng Tao

Zhinan Zhang

Chengliang Liu

2023/10/1

A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning

Applied Intelligence

Yunqing Liu

Jinlei Liu

Chengjin Qin

Yanrui Jin

Zhiyuan Li

...

2023/11

See List of Professors in Chengjin Qin University(Shanghai Jiao Tong University)