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2020 – today
- 2026
[j8]Mingzhou Liu, Zhengfu Ding
, Xi Zhang, Lin Ling, Maogen Ge, Jing Hu:
Intelligent scheduling in networked multi-factory systems considering machine degradation and preventive maintenance: A multi-action deep reinforcement learning approach. Comput. Ind. Eng. 211: 111579 (2026)- [j7]Mingzhou Liu, Feiya Duan, Lin Ling, Jing Hu, Maogen Ge, Xi Zhang, Shanbao Cai:
Dynamic data balancing strategy-based Xception-dual-channel LSTM model for laparoscopic cholecystectomy phase recognition. Int. J. Comput. Assist. Radiol. Surg. 21(2): 253-265 (2026) - 2025
- [j6]Mingzhou Liu, Zhengfu Ding, Xi Zhang, Lin Ling, Maogen Ge:
Multi-action deep reinforcement learning-based collaborative production dynamic scheduling approach for networked multi-factory under mass customization. Eng. Appl. Artif. Intell. 157: 111187 (2025) - [j5]Mingzhou Liu, Zhangjie Rui, Xi Zhang, Maogen Ge, Lin Ling, Xiaoqiao Wang, Conghu Liu:
EFJSP-IBDR: Energy-efficient flexible job shop scheduling under incentive-based demand response via graph reinforcement learning with dual attention mechanism. Expert Syst. Appl. 280: 127340 (2025) - [j4]Mingzhou Liu, Mengyuan Sun, Xi Zhang, Maogen Ge, Jing Hu:
Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0: an economic perspective. Int. J. Prod. Res. 63(18): 6776-6800 (2025) - [j3]Yu Gong, Xiaoqiao Wang, Chichun Zhou, Maogen Ge, Conghu Liu, Xi Zhang:
Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning. J. Intell. Manuf. 36(3): 1723-1742 (2025)
2010 – 2019
- 2017
- [j2]Mingzhou Liu, Jing Ma, Lin Ling, Maogen Ge, Qiang Wang, Conghu Liu:
Intelligent assembly system for mechanical products and key technology based on internet of things. J. Intell. Manuf. 28(2): 271-299 (2017) - 2015
- [j1]Xiaoqiao Wang, Mingzhou Liu, Maogen Ge, Lin Ling, Conghu Liu:
Research on assembly quality adaptive control system for complex mechanical products assembly process under uncertainty. Comput. Ind. 74: 43-57 (2015)
Coauthor Index
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