Minghai Yuan

24 papers Journal 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hierarchical agent architecture-based large-scale AGV cluster real-time motion collaboration control in dynamic and complex production environments.
Expert Syst. Appl.
Zhuo Zhou, Liyun Xu, Liqiang Liao, Minghai Yuan, Gang Shang, Zhun Xu
2026 J jnl
Hierarchical collaborative scheduling of workers and AGVs for digital twin-based distributed flexible job shop.
Comput. Ind. Eng.
Minghai Yuan, Qi Yu, Liang Zheng, Songwei Lu, Fengque Pei
2026 J jnl
Integrated process planning and scheduling considering automated guided vehicles with an improved deep Q network method.
Eng. Appl. Artif. Intell.
Minghai Yuan, Qi Yu, Liang Zheng, Songwei Lu, Fengque Pei, Wenbin Gu
2026 J jnl
Large language model-empowered dynamic scheduling for intelligent hybrid flow shop using multi-agent deep reinforcement learning.
Adv. Eng. Informatics
Wenbin Gu, Yushang Cao, Yuxin Li, Nuandong Li, Lei Wang, Na Tang, Minghai Yuan, Fengque Pei
2025 J jnl
Deep reinforcement learning based proximal policy optimization algorithm for dynamic job shop scheduling.
Comput. Oper. Res.
Minghai Yuan, Qi Yu, Lizhi Zhang, Songwei Lu, Zichen Li, Fengque Pei
2025 J jnl
Digital twin-driven real-time collaborative scheduling for U-shaped automated container terminals.
Int. J. Prod. Res.
Wenbin Gu, Na Tang, Haoyang Yu, Lei Wang, Yushang Cao, Minghai Yuan, Fengque Pei
2025 J jnl
Distributed heterogeneous flexible job-shop scheduling problem considering automated guided vehicle transportation via improved deep Q network.
Swarm Evol. Comput.
Minghai Yuan, Songwei Lu, Liang Zheng, Qi Yu, Fengque Pei, Wenbin Gu
2025 J jnl
Green flexible job-shop scheduling considering transportation time and machine multi-rotation speeds.
Swarm Evol. Comput.
Minghai Yuan, Zhen Zhang, Zichen Li, Yang Ye, Fengque Pei, Wenbin Gu
2025 J jnl
Multi-objective energy-efficient scheduling of distributed heterogeneous hybrid flow shops via multi-agent double deep Q-Network.
Swarm Evol. Comput.
Minghai Yuan, Yang Ye, Hanyu Huang, Zhen Zhang, Fengque Pei, Wenbin Gu
2025 J jnl
Research on AGV path planning in flexible job-shop scheduling problem based on multi-agent deep Q network.
Intell. Serv. Robotics
Minghai Yuan, Songwei Lu, Liang Zheng, Qi Yu, Fengque Pei, Wenbin Gu
2025 J jnl
Research on flexible job shop scheduling problem with AGV using double DQN.
J. Intell. Manuf.
Minghai Yuan, Liang Zheng, Hanyu Huang, Kaiwen Zhou, Fengque Pei, Wenbin Gu
2024 J jnl
Dynamic scheduling mechanism for intelligent workshop with deep reinforcement learning method based on multi-agent system architecture.
Comput. Ind. Eng.
Wenbin Gu, Siqi Liu, Zhenyang Guo, Minghai Yuan, Fengque Pei
2024 J jnl
Research on optimal path sampling algorithm of manipulator based on potential function.
Int. J. Intell. Robotics Appl.
Rui Shu, Minghai Yuan, Zhenyu Liang, Yingjie Sun, Fengque Pei
2023 J jnl
A multi-agent double Deep-Q-network based on state machine and event stream for flexible job shop scheduling problem.
Adv. Eng. Informatics
Minghai Yuan, Hanyu Huang, Zichen Li, Chenxi Zhang, Fengque Pei, Wenbin Gu
2023 J jnl
Research on real-time prediction of completion time based on AE-CNN-LSTM.
Comput. Ind. Eng.
Minghai Yuan, Zichen Li, Chenxi Zhang, Liang Zheng, Kefu Mao, Fengque Pei
2022 J jnl
Real-time data-driven dynamic scheduling for flexible job shop with insufficient transportation resources using hybrid deep Q network.
Robotics Comput. Integr. Manuf.
Yuxin Li, Wenbin Gu, Minghai Yuan, Yaming Tang
2022 J jnl
Using real-time manufacturing data to schedule a smart factory via reinforcement learning.
Comput. Ind. Eng.
Wenbin Gu, Yuxin Li, Dunbing Tang, Xianliang Wang, Minghai Yuan
2021 J jnl
Dynamic service resources scheduling method in cloud manufacturing environment.
Int. J. Prod. Res.
Minghai Yuan, Xianxian Cai, Zhuo Zhou, Chao Sun, Wenbin Gu, Jinting Huang
2021 J jnl
Research on intelligent workshop resource scheduling method based on improved NSGA-II algorithm.
Robotics Comput. Integr. Manuf.
Minghai Yuan, Yadong Li, Lizhi Zhang, Fengque Pei
2020 J jnl
Service composition model and method in cloud manufacturing.
Robotics Comput. Integr. Manuf.
Minghai Yuan, Zhuo Zhou, Xianxian Cai, Chao Sun, Wenbin Gu
2019 J jnl
Reconfigurable assembly line balancing for cloud manufacturing.
J. Intell. Manuf.
Minghai Yuan, Hongyan Yu, Jinting Huang, Aimin Ji
2017 J jnl
Manufacturing Resource Modeling for Cloud Manufacturing.
Int. J. Intell. Syst.
Minghai Yuan, Kun Deng, W. Art Chaovalitwongse
2017 J jnl
Multi-objective optimal scheduling of reconfigurable assembly line for cloud manufacturing.
Optim. Methods Softw.
Minghai Yuan, Kun Deng, W. Art Chaovalitwongse, Shuo Cheng
2008 J jnl
Product lifecycle oriented digitization agile process preparation system.
Comput. Ind.
Yifei Tong, Dongbo Li, Minghai Yuan