Qi Yan

Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm

Qi Yan, Hongfeng Wang, Fang Wu · Computers & Operations Research · 2022 · 120 citations

Preventive Maintenance, Engineering, Scheduling Problem +10

Integrated scheduling and flexible maintenance in deteriorating multi-state single machine system using a reinforcement learning approach

Hongfeng Wang, Qi Yan, Shuzhu Zhang · Advanced Engineering Informatics · 2021 · 60 citations

Flexible Maintenance, Reliability Engineering, Engineering +13

Deep Reinforcement Learning for Distributed Flow Shop Scheduling with Flexible Maintenance

Qi Yan, Wenbin Wu, Hongfeng Wang · Machines · 2022 · 46 citations · Full text

Artificial Intelligence, Engineering, Industrial Engineering +20

Double-Layer Q-Learning-Based Joint Decision-Making of Dual Resource-Constrained Aircraft Assembly Scheduling and Flexible Preventive Maintenance

Qi Yan, Hongfeng Wang · IEEE Transactions on Aerospace and Electronic Systems · 2022 · 29 citations

Artificial Intelligence, Mathematical Programming, Flexible Preventive Maintenance +18

Blockchain-secured multi-factory production with collaborative maintenance using Q learning-based optimisation approach

Hongfeng Wang, Qi Yan, Junwei Wang · International Journal of Production Research · 2021 · 27 citations

Engineering, Industrial Engineering, Smart Manufacturing +20