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Cheng-Liang Liu · SciRah

Researcher profile · Semantic Scholar

Cheng-Liang Liu

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Cheng-Liang Liu — researcher profile on SciRah

h-index: 58
Works: 270
Citations: 9,528

Most-cited papers

Precise cutterhead torque prediction for shield tunneling machines using a novel hybrid deep neural network
Cheng-Jin Qin, G. Shi, Jian-Feng Tao, Hong-Gan Yu +3 more
2021155 citations
Semantic Scholar
A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque
Gang Shi, Cheng-Jin Qin, Jian-Feng Tao, Cheng-Liang Liu
2021Knowledge-Based Systems132 citations
Semantic Scholar
A field parameters-based method for real-time wear estimation of disc cutter on TBM cutterhead
Hong-Gan Yu, Jian-Feng Tao, Sheng Huang, Cheng-Jin Qin +2 more
2021100 citations
Semantic Scholar
A novel LSTM-autoencoder and enhanced transformer-based detection method for shield machine cutterhead clogging
Cheng-Jin Qin, Rui-Hong Wu, Guoqiang Huang, Jian-Feng Tao +1 more
2023Science China Technological Sciences94 citations
Semantic Scholar
Adaptive decision-level fusion strategy for the fault diagnosis of axial piston pumps using multiple channels of vibration signals
Qun Chao, Haohan Gao, Jian-Feng Tao, Yuan-Hang Wang +2 more
2021Science China Technological Sciences93 citations
Semantic Scholar
A multi-channel decoupled deep neural network for tunnel boring machine torque and thrust prediction
Hong-Gan Yu, Cheng-Jin Qin, Jian-Feng Tao, Cheng-Liang Liu +1 more
2023Tunnelling and Underground Space Technology89 citations
Semantic Scholar
A multi-scale convolutional neural network for bearing compound fault diagnosis under various noise conditions
Yan-Rui Jin, Cheng-Jin Qin, Zhi-Nan Zhang, Jian-Feng Tao +1 more
2022Science China Technological Sciences86 citations
Semantic Scholar
A digital twin-enhanced semi-supervised framework for motor fault diagnosis based on phase-contrastive current dot pattern
Peng-Cheng Xia, Yi-Xiang Huang, Zhiyu Tao, Cheng-Liang Liu +1 more
2023Reliability Engineering & System Safety85 citations
Semantic Scholar
An adaptive hierarchical decomposition-based method for multi-step cutterhead torque forecast of shield machine
Cheng-Jin Qin, Gang Shi, Jian-Feng Tao, Hong-Gan Yu +4 more
2022Mechanical systems and signal processing85 citations
Semantic Scholar
Anti-noise diesel engine misfire diagnosis using a multi-scale CNN-LSTM neural network with denoising module
Cheng-Jin Qin, Yan-Rui Jin, Zhi-Nan Zhang, Hong-Gan Yu +3 more
2023CAAI Transactions on Intelligence Technology81 citations Open access
Semantic Scholar
Robotic harvesting of the occluded fruits with a precise shape and position reconstruction approach
Liang Gong, Wenjie Wang, Tao Wang, Cheng-Liang Liu
2021J. Field Robotics80 citations
Semantic Scholar
A multi-stage data augmentation and AD-ResNet-based method for EPB utilization factor prediction
Hong-Gan Yu, Hao Sun, Jian-Feng Tao, Cheng-Jin Qin +3 more
2023Automation in Construction75 citations
Semantic Scholar
Geological information prediction for shield machine using an enhanced multi-head self-attention convolution neural network with two-stage feature extraction
Cheng-Jin Qin, Guoqiang Huang, Hong-Gan Yu, Rui-Hong Wu +2 more
2022Geoscience Frontiers74 citations Open access
Semantic Scholar
Fault Knowledge Transfer Assisted Ensemble Method for Remaining Useful Life Prediction
Peng-Cheng Xia, Yi-Xiang Huang, Peng Li, Cheng-Liang Liu +1 more
2021IEEE Transactions on Industrial Informatics73 citations
Semantic Scholar
A novel attentional deep neural network-based assessment method for ECG quality
Yan-Rui Jin, Zhi-Yuan Li, Cheng-Jin Qin, Jinlei Liu +3 more
2023Biomedical Signal Processing and Control72 citations
Semantic Scholar
An accurate and adaptative cutterhead torque prediction method for shield tunneling machines via adaptative residual long-short term memory network
Yan-Rui Jin, Cheng-Jin Qin, Jian-Feng Tao, Cheng-Liang Liu
202272 citations
Semantic Scholar
A novel constrained dense convolutional autoencoder and DNN-based semi-supervised method for shield machine tunnel geological formation recognition
Hong-Gan Yu, Jian-Feng Tao, Cheng-Jin Qin, Mingyang Liu +3 more
202271 citations
Semantic Scholar
Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout
Dengyu Xiao, Cheng-Jin Qin, Jianwen Ge, Peng-Cheng Xia +2 more
2021Knowledge-Based Systems67 citations
Semantic Scholar
Unsupervised machine fault diagnosis for noisy domain adaptation using marginal denoising autoencoder based on acoustic signals
Dengyu Xiao, Cheng-Jin Qin, Hong-Gan Yu, Yi-Xiang Huang +2 more
202166 citations
Semantic Scholar
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection
Yan-Rui Jin, Jinlei Liu, Yunqing Liu, Cheng-Jin Qin +4 more
2022IEEE Transactions on Instrumentation and Measurement64 citations
Semantic Scholar
Tribo-informatics: Concept, architecture, and case study
Zhi-Nan Zhang, N. Yin, Shi Chen, Cheng-Liang Liu
2020Friction63 citations Open access
Semantic Scholar
Concentrated velocity synchronous linear chirplet transform with application to robotic drilling chatter monitoring
Cheng-Jin Qin, Dengyu Xiao, Jian-Feng Tao, Hong-Gan Yu +3 more
2022Measurement60 citations
Semantic Scholar
Rock mass type prediction for tunnel boring machine using a novel semi-supervised method
Hong-Gan Yu, Jian-Feng Tao, Cheng-Jin Qin, Dengyu Xiao +2 more
2021Measurement59 citations
Semantic Scholar
Health evaluation of axial piston pumps based on density weighted support vector data description
Qun Chao, Yuechen Shao, Cheng-Liang Liu, Xiao-Xue Yang
2023Reliability Engineering & System Safety58 citations
Semantic Scholar
Panicle-3D: Efficient Phenotyping Tool for Precise Semantic Segmentation of Rice Panicle Point Cloud
Liang Gong, Xiaofeng Du, K. Zhu, Ke Lin +4 more
2021Plant Phenomics57 citations Open access
Semantic Scholar
Capped piston: A promising design to reduce compressibility effects, pressure ripple and cavitation for high-speed and high-pressure axial piston pumps
Qun Chao, Zi-chen Xu, Jian-Feng Tao, Cheng-Liang Liu
2022Alexandria Engineering Journal50 citations Open access
Semantic Scholar
Path planning in continuous adjacent farmlands and robust path-tracking control of a rice-seeding robot in paddy field
Yan-Ming Li, Tao Wu, Yangfan Xiao, Liang Gong +1 more
2023Computers and Electronics in Agriculture46 citations Open access
Semantic Scholar
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Qun Chao, Haohan Gao, Jian-Feng Tao, Cheng-Liang Liu +2 more
2022Frontiers of Mechanical Engineering43 citations
Semantic Scholar
Hybrid model-driven and data-driven approach for the health assessment of axial piston pumps
Qun Chao, Zi-chen Xu, Yuechen Shao, Jian-Feng Tao +2 more
2022International Journal of Hydromechatronics36 citations
Semantic Scholar
Factor graph-based high-precision visual positioning for agricultural robots with fiducial markers
W. Zhang, Liang Gong, Shuhang Huang, Shaoteng Wu +1 more
2022Computers and Electronics in Agriculture31 citations
Semantic Scholar
A review of arrhythmia detection based on electrocardiogram with artificial intelligence
Jinlei Liu, Zhi-Yuan Li, Yan-Rui Jin, Yunqing Liu +3 more
2022Expert Review of Medical Devices30 citations
Semantic Scholar
A Roller State-Based Fault Diagnosis Method for Tunnel Boring Machine Main Bearing Using Two-Stream CNN With Multichannel Detrending Inputs
Xing-Chen Fu, Jian-Feng Tao, Cheng-Jin Qin, Qi Wei +1 more
2022IEEE Transactions on Instrumentation and Measurement30 citations
Semantic Scholar
Subsequence Time Series Clustering-Based Unsupervised Approach for Anomaly Detection of Axial Piston Pumps
Chang Dong, Jian-Feng Tao, Qun Chao, Hong-Gan Yu +1 more
2023IEEE Transactions on Instrumentation and Measurement29 citations
Semantic Scholar
Motion Similarity Evaluation between Human and a Tri-Co Robot during Real-Time Imitation with a Trajectory Dynamic Time Warping Model
Liang Gong, Binhao Chen, Wenbin Xu, Cheng-Liang Liu +3 more
2022Italian National Conference on Sensors26 citations Open access
Semantic Scholar
Multi-class 12-lead ECG automatic diagnosis based on a novel subdomain adaptive deep network
Yan-Rui Jin, Zhi-Yuan Li, Yunqing Liu, Jinlei Liu +3 more
2022Science China Technological Sciences25 citations
Semantic Scholar
Cavitation in a high-speed aviation axial piston pump over a wide range of fluid temperatures
Qun Chao, Zi-chen Xu, Jian-Feng Tao, Cheng-Liang Liu +1 more
2021Proceedings of the Institution of mechanical engineers. Part A, journal of power and energy25 citations
Semantic Scholar
Pixel level segmentation of early-stage in-bag rice root for its architecture analysis
Liang Gong, Xiaofeng Du, K. Zhu, Cheng-Hui Lin +6 more
2021Computers and Electronics in Agriculture24 citations
Semantic Scholar
Improving accuracy of cavitation severity recognition in axial piston pumps by denoising time–frequency images
Qun Chao, Xiao-Liang Wei, Jun-Bo Lei, Jian-Feng Tao +1 more
2022Measurement science and technology23 citations
Semantic Scholar
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks
Jinlei Liu, Yan-Rui Jin, Yunqing Liu, Zhi-Yuan Li +4 more
2022Comput. Biol. Medicine23 citations
Semantic Scholar
Fast scaling approach based on cavitation conditions to estimate the speed limitation for axial piston pump design
Qun Chao, Jian-Feng Tao, Jun-Bo Lei, Xiao-Liang Wei +3 more
202123 citations
Semantic Scholar
Adaptive Feature Utilization With Separate Gating Mechanism and Global Temporal Convolutional Network for Remaining Useful Life Prediction
Peng-Cheng Xia, Yi-Xiang Huang, Cheng-Jin Qin, Dengyu Xiao +3 more
2023IEEE Sensors Journal22 citations
Semantic Scholar
Augmentation-based discriminative meta-learning for cross-machine few-shot fault diagnosis
Peng-Cheng Xia, Yi-Xiang Huang, Yuxiang Wang, Cheng-Liang Liu +1 more
2023Science China Technological Sciences22 citations
Semantic Scholar
An Acceleration Feedback-Based Active Control Method for High-Speed Elevator Horizontal Vibration
Mengmeng Zhao, Cheng-Jin Qin, R. Tang, Jian-Feng Tao +2 more
2023Journal of Vibration Engineering & Technologies20 citations
Semantic Scholar
Efficient TCP Calibration Method for Vision Guided Robots Based on Inherent Constraints of Target Object
Zhiyu Yang, Liang Gong, Cheng-Liang Liu
2021IEEE Access19 citations Open access
Semantic Scholar
Real-Time Dynamic Planning and Tracking Control of Auto-Docking for Efficient Wireless Charging
Liang Gong, Yingxin Wu, Bi-Shu Gao, Ye-Feng Sun +2 more
2023IEEE Transactions on Intelligent Vehicles18 citations
Semantic Scholar
Cavitation recognition of axial piston pumps in noisy environment based on Grad-CAM visualization technique
Qun Chao, Xiao-Liang Wei, Jian-Feng Tao, Cheng-Liang Liu +1 more
2022CAAI Transactions on Intelligence Technology18 citations Open access
Semantic Scholar
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples
Yan-Rui Jin, Cheng-Jin Qin, Jinlei Liu, Zhi-Yuan Li +4 more
2021IEEE Transactions on Instrumentation and Measurement16 citations
Semantic Scholar
Towards precise complex AM-FM signals decomposition under strong noise conditions: A novel two-level chirp mode decomposition approach
Gang Shi, Cheng-Jin Qin, Jian-Feng Tao, Zhi-Nan Zhang +1 more
2023Mechanical systems and signal processing15 citations
Semantic Scholar
A gene expression programming-based method for real-time wear estimation of disc cutter on TBM cutterhead
Jian-Feng Tao, Hong-Gan Yu, Cheng-Jin Qin, Hao Sun +1 more
2022Neural computing & applications (Print)15 citations
Semantic Scholar
Precise and efficient heartbeat classification using a novel lightweight-modified method
Yunqing Liu, Yan-Rui Jin, Jinlei Liu, Cheng-Jin Qin +5 more
2021Biomedical Signal Processing and Control15 citations
Semantic Scholar

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