Tianyuan Liu

A reinforcement learning method for human-robot collaboration in assembly tasks

Rong Zhang, Qibing Lv, Jie Li et al. · Robotics and Computer-Integrated Manufacturing · 2021 · 160 citations

Artificial Intelligence, Human-robot Collaborative Assembly, Engineering +8

A novel knowledge graph-based optimization approach for resource allocation in discrete manufacturing workshops

Bin Zhou, Jinsong Bao, Jie Li et al. · Robotics and Computer-Integrated Manufacturing · 2021 · 137 citations

Production Planning, Supply Chain Optimization, Engineering +12

CausalKGPT: Industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing

Bin Zhou, Xinyu Li, Tianyuan Liu et al. · Advanced Engineering Informatics · 2024 · 113 citations

Total Quality Management, Engineering, Industrial Engineering +12

Semantic-aware event link reasoning over industrial knowledge graph embedding time series data

Bin Zhou, Xingwang Shen, Yuqian Lu et al. · International Journal of Production Research · 2022 · 93 citations

Artificial Intelligence, Engineering, Machine Learning +24

A Hybrid CNN–LSTM Algorithm for Online Defect Recognition of CO2 Welding

Tianyuan Liu, Jinsong Bao, Junliang Wang et al. · Sensors · 2018 · 91 citations · Full text