Tianyuan Liu
Cited by
Cited by
A Hybrid CNN–LSTM Algorithm for Online Defect Recognition of CO2 Welding
T Liu, J Bao, J Wang, Y Zhang
Sensors 18 (12), 4369, 2018
A reinforcement learning method for human-robot collaboration in assembly tasks
R Zhang, Q Lv, J Li, J Bao, T Liu, S Liu
Robotics and Computer-Integrated Manufacturing 73, 102227, 2022
A novel knowledge graph-based optimization approach for resource allocation in discrete manufacturing workshops
B Zhou, J Bao, J Li, Y Lu, T Liu, Q Zhang
Robotics and Computer-Integrated Manufacturing 71, 102160, 2021
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data
B Zhou, X Shen, Y Lu, X Li, B Hua, T Liu, J Bao
International Journal of Production Research 61 (12), 4117-4134, 2023
Assembly information model based on knowledge graph
Z Chen, J Bao, X Zheng, T Liu
Journal of Shanghai Jiaotong University (Science) 25, 578-588, 2020
Transformer-based hierarchical latent space VAE for interpretable remaining useful life prediction
T Jing, P Zheng, L Xia, T Liu
Advanced Engineering Informatics 54, 101781, 2022
3DSMDA-Net: An improved 3DCNN with separable structure and multi-dimensional attention for welding status recognition
T Liu, J Wang, X Huang, Y Lu, J Bao
Journal of Manufacturing Systems 62, 811-822, 2022
An explainable laser welding defect recognition method based on multi-scale class activation mapping
T Liu, H Zheng, J Bao, P Zheng, J Wang, C Yang, J Gu
IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2022
Data-driven predictive maintenance approach for spinning cyber-physical production system
B Farooq, J Bao, J Li, T Liu, S Yin
Journal of Shanghai Jiaotong University (Science) 25, 453-462, 2020
A strategy transfer approach for intelligent human-robot collaborative assembly
Q Lv, R Zhang, T Liu, P Zheng, Y Jiang, J Li, J Bao, L Xiao
Computers & Industrial Engineering 168, 108047, 2022
A coarse-grained regularization method of convolutional kernel for molten pool defect identification
T Liu, J Bao, J Wang, Y Zhang
Journal of Computing and Information Science in Engineering 20 (2), 021005, 2020
Learning semantic-specific visual representation for laser welding penetration status recognition
TY Liu, JS Bao, HB Zheng, JL Wang, CQ Yang, J Gu
Science China Technological Sciences 65 (2), 347-360, 2022
Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue
T Liu, J Bao, J Wang, J Wang
International Journal of Computer Integrated Manufacturing 35 (10-11), 1077-1106, 2022
Laser welding penetration state recognition method fused with timing information
TY Liu, JS Bao, JL Wang, J Gu
Chinese Journal of Lasers 48 (6), 0602119, 2021
Judging the normativity of PAF based on TFN and NAN
Z Li, J Bao, T Liu, W Jiacheng
Journal of Shanghai Jiaotong University (Science) 25, 569-577, 2020
An expert knowledge-empowered CNN approach for welding radiographic image recognition
T Liu, H Zheng, P Zheng, J Bao, J Wang, X Liu, C Yang
Advanced Engineering Informatics 56, 101963, 2023
A state-of-the-art survey of welding radiographic image analysis: challenges, technologies and applications
T Liu, P Zheng, J Bao, H Chen
Measurement, 112821, 2023
Online method for worker operation recognition based on attention of workpiece [J]
Computer Integrated Manufacturing Systems 27 (4), 1099-1107, 2021
Deep learning-based welding image recognition: A comprehensive review
T Liu, P Zheng, J Bao
Journal of Manufacturing Systems 68, 601-625, 2023
Generation Approach of Human-Robot Cooperative Assembly Strategy Based on Transfer Learning
Q Lü, T Liu, R Zhang, Y Jiang, L Xiao, J Bao
Journal of Shanghai Jiaotong University (Science) 27 (5), 602-613, 2022
The system can't perform the operation now. Try again later.
Articles 1–20