Juan Liu

26 papers B 6Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Game Theory-Based Production-Maintenance Collaborative Scheduling Using Imitation-Enhanced Alternating-Training Reinforcement Learning.
IEEE Trans Autom. Sci. Eng.
Jiaxuan Shi, Fei Qiao, Juan Liu, Yumin Ma
2025 J jnl
A new data-driven production scheduling method based on digital twin for smart shop floors.
Expert Syst. Appl.
Yumin Ma, Luyao Li, Jiaxuan Shi, Juan Liu, Fei Qiao, Junkai Wang
2025 J jnl
A novel hybrid intelligent scheduling: integrating human feedback into reinforcement learning for adaptive preference objectives.
Int. J. Prod. Res.
Chen Ding, Fei Qiao, Dongyuan Wang, Juan Liu
2025 J jnl
Adaptive real-time scheduling for production and maintenance: Integrating RUL prediction with multi-agent deep reinforcement learning.
Reliab. Eng. Syst. Saf.
Chen Ding, Fei Qiao, Dongyuan Wang, Juan Liu
2025 B conf
Distributed Scheduling Method Based on Data-augmented QMIX for Smart Shop Floor
SMC
Yumin Ma, Cunjuan Gui, Jiaxuan Shi, Juan Liu, Jianmin Xing, Yipeng Liao
2025 J jnl
Production-logistics collaborative scheduling in dynamic flexible job shops using nested-hierarchical deep reinforcement learning.
Adv. Eng. Informatics
Jiaxuan Shi, Fei Qiao, Juan Liu, Yumin Ma, Dongyuan Wang, Chen Ding
2025 J jnl
Semantic-driven real-time scheduling approach for aerospace product manufacturing.
Comput. Ind. Eng.
Chen Ding, Fei Qiao, Juan Liu, Dongyuan Wang, Jiaxuan Shi
2024 J jnl
A semi-supervised production scheduling method based on co-training deep neural network for smart shop floors.
Comput. Ind. Eng.
Yumin Ma, Jiaxuan Shi, Jingwen Cai, Juan Liu, Fei Qiao, Yipeng Liao
2024 J jnl
Human-machine collaborative optimization method for dynamic worker allocation in aircraft final assembly lines.
Comput. Ind. Eng.
Dongyuan Wang, Fei Qiao, Liuen Guan, Juan Liu, Chen Ding, Jiaxuan Shi
2024 B conf
Hybrid Variable Neighborhood Search Algorithm for the Multi-objective Distributed Permutation Flowshop Scheduling Problem with Sequence-Dependent Setup Times.
SMC
Mingzhe She, Fei Qiao, Yumin Ma, Junkai Wang, Jiakang Ai, Juan Liu
2023 B conf
A Phased Scheduling Method with an Improved GA for Material Delivery Problem of Aircraft Pulsating Assembly Line.
SMC
Yiwen Fang, Fei Qiao, Juan Liu
2023 B conf
A Two-Stage Search-Enhanced Evolutionary Algorithm for an Aerospace Component Production Scheduling Problem.
SMC
Zizhao Chen, Fei Qiao, Dongyuan Wang, Juan Liu
2023 — conf
Distributed Scheduling Method for Smart Shop Floor Based on QMIX.
CASE
Jianmin Xing, Yumin Ma, Jingwen Cai, Jiaxuan Shi, Juan Liu
2023 J jnl
Double deep Q-network-based self-adaptive scheduling approach for smart shop floor.
Neural Comput. Appl.
Yumin Ma, Jingwen Cai, Shengyi Li, Juan Liu, Jianmin Xing, Fei Qiao
2023 — conf
Flexible Resource Allocation in Intelligent Manufacturing Systems Based on Machine and Worker.
CASE
Di Cui, Fei Qiao, Yumin Ma, Juan Liu
2023 J jnl
Human-Machine Interactive Learning Method Based on Active Learning for Smart Workshop Dynamic Scheduling.
IEEE Trans. Hum. Mach. Syst.
Dongyuan Wang, Liuen Guan, Juan Liu, Chen Ding, Fei Qiao
2023 J jnl
Knowledge graph modeling method for product manufacturing process based on human-cyber-physical fusion.
Adv. Eng. Informatics
Chen Ding, Fei Qiao, Juan Liu, Dongyuan Wang
2022 J jnl
A data-driven scheduling knowledge management method for smart shop floor.
Int. J. Comput. Integr. Manuf.
Yumin Ma, Shengyi Li, Fei Qiao, Xiaoyu Lu, Juan Liu
2022 J jnl
Dynamic scheduling for semiconductor manufacturing systems with uncertainties using convolutional neural networks and reinforcement learning.
Complex Intell. Syst.
Juan Liu, Fei Qiao, Minjie Zou, Jonas Zinn, Yumin Ma, Birgit Vogel-Heuser
2022 J jnl
Human-Machine Collaborative Decision-Making Method Based on Confidence for Smart Workshop Dynamic Scheduling.
IEEE Robotics Autom. Lett.
Dongyuan Wang, Fei Qiao, Liuen Guan, Juan Liu, Chen Ding
2021 — conf
GAN Based Data Analysis and Mining for Smart Shop Floor Scheduling.
CASE
Yumin Ma, Shengyi Li, Xiaoyu Lu, Juan Liu
2021 J jnl
Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing.
Int. J. Prod. Res.
Fei Qiao, Juan Liu, Yumin Ma
2020 — conf
Adaptive Scheduling for Smart Shop Floor Based on Deep Q-Network.
CASE
Shengyi Li, Yumin Ma, Xiaoyu Lu, Fei Qiao, Juan Liu
2020 B conf
Human-Machine Cooperation Based Adaptive Scheduling for a Smart Shop Floor.
SMC
Dongyuan Wang, Fei Qiao, Junkai Wang, Juan Liu, Weichang Kong
2019 B conf
Energy-Aware Cascade optimization for Proportioning in the Sintering Process Using Improved Immune-Simulated Annealing Algorithm.
SMC
Junkai Wang, Yumin Ma, Fei Qiao, Xiaodong Zhai, Juan Liu
2019 J jnl
Scenario-based multi-objective robust scheduling for a semiconductor production line.
Int. J. Prod. Res.
Juan Liu, Fei Qiao, Weichang Kong